From 49ba26b04c22b8c7ef8cb3b848214257aa71e99a Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Thu, 4 Dec 2025 15:28:46 +0000
Subject: [PATCH] Update contributors list [skip ci]

---
 .all-contributorsrc                           | 370 +++++++++---------
 README.md                                     |  88 ++---
 .../acknowledgements/acknowledgements.qmd     |  88 ++---
 3 files changed, 273 insertions(+), 273 deletions(-)

diff --git a/.all-contributorsrc b/.all-contributorsrc
index 4275de28c..f758cb8c1 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -188,13 +188,6 @@
             "profile": "https://github.com/DivyaAmirtharaj",
             "contributions": []
         },
-        {
-            "login": "srivatsankrishnan",
-            "name": "Srivatsan Krishnan",
-            "avatar_url": "https://avatars.githubusercontent.com/srivatsankrishnan",
-            "profile": "https://github.com/srivatsankrishnan",
-            "contributions": []
-        },
         {
             "login": "ma3mool",
             "name": "Abdulrahman Mahmoud",
@@ -203,17 +196,10 @@
             "contributions": []
         },
         {
-            "login": "James-QiuHaoran",
-            "name": "Haoran Qiu",
-            "avatar_url": "https://avatars.githubusercontent.com/James-QiuHaoran",
-            "profile": "https://github.com/James-QiuHaoran",
-            "contributions": []
-        },
-        {
-            "login": "aptl26",
-            "name": "Aghyad Deeb",
-            "avatar_url": "https://avatars.githubusercontent.com/aptl26",
-            "profile": "https://github.com/aptl26",
+            "login": "srivatsankrishnan",
+            "name": "Srivatsan Krishnan",
+            "avatar_url": "https://avatars.githubusercontent.com/srivatsankrishnan",
+            "profile": "https://github.com/srivatsankrishnan",
             "contributions": []
         },
         {
@@ -224,17 +210,24 @@
             "contributions": []
         },
         {
-            "login": "GabrielAmazonas",
-            "name": "Gabriel Amazonas",
-            "avatar_url": "https://avatars.githubusercontent.com/GabrielAmazonas",
-            "profile": "https://github.com/GabrielAmazonas",
+            "login": "aptl26",
+            "name": "Aghyad Deeb",
+            "avatar_url": "https://avatars.githubusercontent.com/aptl26",
+            "profile": "https://github.com/aptl26",
             "contributions": []
         },
         {
-            "login": "MichaelSchnebly",
-            "name": "Michael Schnebly",
-            "avatar_url": "https://avatars.githubusercontent.com/MichaelSchnebly",
-            "profile": "https://github.com/MichaelSchnebly",
+            "login": "James-QiuHaoran",
+            "name": "Haoran Qiu",
+            "avatar_url": "https://avatars.githubusercontent.com/James-QiuHaoran",
+            "profile": "https://github.com/James-QiuHaoran",
+            "contributions": []
+        },
+        {
+            "login": "Ekhao",
+            "name": "Emil Njor",
+            "avatar_url": "https://avatars.githubusercontent.com/Ekhao",
+            "profile": "https://github.com/Ekhao",
             "contributions": []
         },
         {
@@ -245,17 +238,10 @@
             "contributions": []
         },
         {
-            "login": "oishib",
-            "name": "oishib",
-            "avatar_url": "https://avatars.githubusercontent.com/oishib",
-            "profile": "https://github.com/oishib",
-            "contributions": []
-        },
-        {
-            "login": "Ekhao",
-            "name": "Emil Njor",
-            "avatar_url": "https://avatars.githubusercontent.com/Ekhao",
-            "profile": "https://github.com/Ekhao",
+            "login": "MichaelSchnebly",
+            "name": "Michael Schnebly",
+            "avatar_url": "https://avatars.githubusercontent.com/MichaelSchnebly",
+            "profile": "https://github.com/MichaelSchnebly",
             "contributions": []
         },
         {
@@ -272,6 +258,20 @@
             "profile": "https://github.com/ELSuitorHarvard",
             "contributions": []
         },
+        {
+            "login": "GabrielAmazonas",
+            "name": "Gabriel Amazonas",
+            "avatar_url": "https://avatars.githubusercontent.com/GabrielAmazonas",
+            "profile": "https://github.com/GabrielAmazonas",
+            "contributions": []
+        },
+        {
+            "login": "oishib",
+            "name": "oishib",
+            "avatar_url": "https://avatars.githubusercontent.com/oishib",
+            "profile": "https://github.com/oishib",
+            "contributions": []
+        },
         {
             "login": "jared-ni",
             "name": "Jared Ni",
@@ -279,27 +279,6 @@
             "profile": "https://github.com/jared-ni",
             "contributions": []
         },
-        {
-            "login": "BaeHenryS",
-            "name": "Henry Bae",
-            "avatar_url": "https://avatars.githubusercontent.com/BaeHenryS",
-            "profile": "https://github.com/BaeHenryS",
-            "contributions": []
-        },
-        {
-            "login": "jaywonchung",
-            "name": "Jae-Won Chung",
-            "avatar_url": "https://avatars.githubusercontent.com/jaywonchung",
-            "profile": "https://github.com/jaywonchung",
-            "contributions": []
-        },
-        {
-            "login": "eimlav",
-            "name": "Eimhin Laverty",
-            "avatar_url": "https://avatars.githubusercontent.com/eimlav",
-            "profile": "https://github.com/eimlav",
-            "contributions": []
-        },
         {
             "login": "leo47007",
             "name": "Yu-Shun Hsiao",
@@ -308,52 +287,24 @@
             "contributions": []
         },
         {
-            "login": "Matthew Stewart",
-            "name": "Matthew Stewart",
-            "avatar_url": "https://www.gravatar.com/avatar/0c931fcfd03cd548d44c90602dd773ba?d=identicon&s=100",
-            "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
+            "login": "eimlav",
+            "name": "Eimhin Laverty",
+            "avatar_url": "https://avatars.githubusercontent.com/eimlav",
+            "profile": "https://github.com/eimlav",
             "contributions": []
         },
         {
-            "login": "jianqingdu",
-            "name": "jianqingdu",
-            "avatar_url": "https://avatars.githubusercontent.com/jianqingdu",
-            "profile": "https://github.com/jianqingdu",
+            "login": "jaywonchung",
+            "name": "Jae-Won Chung",
+            "avatar_url": "https://avatars.githubusercontent.com/jaywonchung",
+            "profile": "https://github.com/jaywonchung",
             "contributions": []
         },
         {
-            "login": "jzhou1318",
-            "name": "Jennifer Zhou",
-            "avatar_url": "https://avatars.githubusercontent.com/jzhou1318",
-            "profile": "https://github.com/jzhou1318",
-            "contributions": []
-        },
-        {
-            "login": "marcozennaro",
-            "name": "Marco Zennaro",
-            "avatar_url": "https://avatars.githubusercontent.com/marcozennaro",
-            "profile": "https://github.com/marcozennaro",
-            "contributions": []
-        },
-        {
-            "login": "pongtr",
-            "name": "Pong Trairatvorakul",
-            "avatar_url": "https://avatars.githubusercontent.com/pongtr",
-            "profile": "https://github.com/pongtr",
-            "contributions": []
-        },
-        {
-            "login": "ShvetankPrakash",
-            "name": "Shvetank Prakash",
-            "avatar_url": "https://avatars.githubusercontent.com/ShvetankPrakash",
-            "profile": "https://github.com/ShvetankPrakash",
-            "contributions": []
-        },
-        {
-            "login": "arbass22",
-            "name": "Andrew Bass",
-            "avatar_url": "https://avatars.githubusercontent.com/arbass22",
-            "profile": "https://github.com/arbass22",
+            "login": "BaeHenryS",
+            "name": "Henry Bae",
+            "avatar_url": "https://avatars.githubusercontent.com/BaeHenryS",
+            "profile": "https://github.com/BaeHenryS",
             "contributions": []
         },
         {
@@ -364,10 +315,31 @@
             "contributions": []
         },
         {
-            "login": "euranofshin",
-            "name": "Eura Nofshin",
-            "avatar_url": "https://avatars.githubusercontent.com/euranofshin",
-            "profile": "https://github.com/euranofshin",
+            "login": "jianqingdu",
+            "name": "jianqingdu",
+            "avatar_url": "https://www.gravatar.com/avatar/971cc53d0a50e088ee7c1265a7a9dc83?d=identicon&s=100",
+            "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
+            "contributions": []
+        },
+        {
+            "login": "Matthew Stewart",
+            "name": "Matthew Stewart",
+            "avatar_url": "https://www.gravatar.com/avatar/0c931fcfd03cd548d44c90602dd773ba?d=identicon&s=100",
+            "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
+            "contributions": []
+        },
+        {
+            "login": "arbass22",
+            "name": "Andrew Bass",
+            "avatar_url": "https://avatars.githubusercontent.com/arbass22",
+            "profile": "https://github.com/arbass22",
+            "contributions": []
+        },
+        {
+            "login": "ShvetankPrakash",
+            "name": "Shvetank Prakash",
+            "avatar_url": "https://avatars.githubusercontent.com/ShvetankPrakash",
+            "profile": "https://github.com/ShvetankPrakash",
             "contributions": []
         },
         {
@@ -377,6 +349,34 @@
             "profile": "https://github.com/aryatschand",
             "contributions": []
         },
+        {
+            "login": "pongtr",
+            "name": "Pong Trairatvorakul",
+            "avatar_url": "https://avatars.githubusercontent.com/pongtr",
+            "profile": "https://github.com/pongtr",
+            "contributions": []
+        },
+        {
+            "login": "marcozennaro",
+            "name": "Marco Zennaro",
+            "avatar_url": "https://avatars.githubusercontent.com/marcozennaro",
+            "profile": "https://github.com/marcozennaro",
+            "contributions": []
+        },
+        {
+            "login": "jzhou1318",
+            "name": "Jennifer Zhou",
+            "avatar_url": "https://avatars.githubusercontent.com/jzhou1318",
+            "profile": "https://github.com/jzhou1318",
+            "contributions": []
+        },
+        {
+            "login": "euranofshin",
+            "name": "Eura Nofshin",
+            "avatar_url": "https://avatars.githubusercontent.com/euranofshin",
+            "profile": "https://github.com/euranofshin",
+            "contributions": []
+        },
         {
             "login": "taunoe",
             "name": "Tauno Erik",
@@ -406,17 +406,10 @@
             "contributions": []
         },
         {
-            "login": "serco425",
-            "name": "Sercan Ayg\u00fcn",
-            "avatar_url": "https://avatars.githubusercontent.com/serco425",
-            "profile": "https://github.com/serco425",
-            "contributions": []
-        },
-        {
-            "login": "Gjain234",
-            "name": "Gauri Jain",
-            "avatar_url": "https://avatars.githubusercontent.com/Gjain234",
-            "profile": "https://github.com/Gjain234",
+            "login": "alex-oesterling",
+            "name": "Alex Oesterling",
+            "avatar_url": "https://avatars.githubusercontent.com/alex-oesterling",
+            "profile": "https://github.com/alex-oesterling",
             "contributions": []
         },
         {
@@ -426,13 +419,6 @@
             "profile": "https://github.com/FinAminToastCrunch",
             "contributions": []
         },
-        {
-            "login": "Allen-Kuang",
-            "name": "Allen-Kuang",
-            "avatar_url": "https://avatars.githubusercontent.com/Allen-Kuang",
-            "profile": "https://github.com/Allen-Kuang",
-            "contributions": []
-        },
         {
             "login": "BrunoScaglione",
             "name": "Bruno Scaglione",
@@ -441,17 +427,24 @@
             "contributions": []
         },
         {
-            "login": "alex-oesterling",
-            "name": "Alex Oesterling",
-            "avatar_url": "https://avatars.githubusercontent.com/alex-oesterling",
-            "profile": "https://github.com/alex-oesterling",
+            "login": "Allen-Kuang",
+            "name": "Allen-Kuang",
+            "avatar_url": "https://avatars.githubusercontent.com/Allen-Kuang",
+            "profile": "https://github.com/Allen-Kuang",
             "contributions": []
         },
         {
-            "login": "TheHiddenLayer",
-            "name": "TheHiddenLayer",
-            "avatar_url": "https://avatars.githubusercontent.com/TheHiddenLayer",
-            "profile": "https://github.com/TheHiddenLayer",
+            "login": "Gjain234",
+            "name": "Gauri Jain",
+            "avatar_url": "https://avatars.githubusercontent.com/Gjain234",
+            "profile": "https://github.com/Gjain234",
+            "contributions": []
+        },
+        {
+            "login": "serco425",
+            "name": "Sercan Ayg\u00fcn",
+            "avatar_url": "https://avatars.githubusercontent.com/serco425",
+            "profile": "https://github.com/serco425",
             "contributions": []
         },
         {
@@ -461,6 +454,13 @@
             "profile": "https://github.com/gnodipac886",
             "contributions": []
         },
+        {
+            "login": "TheHiddenLayer",
+            "name": "TheHiddenLayer",
+            "avatar_url": "https://avatars.githubusercontent.com/TheHiddenLayer",
+            "profile": "https://github.com/TheHiddenLayer",
+            "contributions": []
+        },
         {
             "login": "AbenezerKb",
             "name": "Abenezer Angamo",
@@ -468,6 +468,13 @@
             "profile": "https://github.com/AbenezerKb",
             "contributions": []
         },
+        {
+            "login": "atcheng2",
+            "name": "Andy Cheng",
+            "avatar_url": "https://avatars.githubusercontent.com/atcheng2",
+            "profile": "https://github.com/atcheng2",
+            "contributions": []
+        },
         {
             "login": "arighosh05",
             "name": "Aritra Ghosh",
@@ -497,31 +504,10 @@
             "contributions": []
         },
         {
-            "login": "YLab-UChicago",
-            "name": "yanjingl",
-            "avatar_url": "https://avatars.githubusercontent.com/YLab-UChicago",
-            "profile": "https://github.com/YLab-UChicago",
-            "contributions": []
-        },
-        {
-            "login": "Jahnic-kb",
-            "name": "Jahnic Beck",
-            "avatar_url": "https://avatars.githubusercontent.com/Jahnic-kb",
-            "profile": "https://github.com/Jahnic-kb",
-            "contributions": []
-        },
-        {
-            "login": "BravoBaldo",
-            "name": "Baldassarre Cesarano",
-            "avatar_url": "https://avatars.githubusercontent.com/BravoBaldo",
-            "profile": "https://github.com/BravoBaldo",
-            "contributions": []
-        },
-        {
-            "login": "happyappledog",
-            "name": "happyappledog",
-            "avatar_url": "https://avatars.githubusercontent.com/happyappledog",
-            "profile": "https://github.com/happyappledog",
+            "login": "emmanuel2406",
+            "name": "Emmanuel Rassou",
+            "avatar_url": "https://avatars.githubusercontent.com/emmanuel2406",
+            "profile": "https://github.com/emmanuel2406",
             "contributions": []
         },
         {
@@ -531,27 +517,6 @@
             "profile": "https://github.com/jasonlyik",
             "contributions": []
         },
-        {
-            "login": "jessicaquaye",
-            "name": "Jessica Quaye",
-            "avatar_url": "https://avatars.githubusercontent.com/jessicaquaye",
-            "profile": "https://github.com/jessicaquaye",
-            "contributions": []
-        },
-        {
-            "login": "emmanuel2406",
-            "name": "Emmanuel Rassou",
-            "avatar_url": "https://avatars.githubusercontent.com/emmanuel2406",
-            "profile": "https://github.com/emmanuel2406",
-            "contributions": []
-        },
-        {
-            "login": "atcheng2",
-            "name": "Andy Cheng",
-            "avatar_url": "https://avatars.githubusercontent.com/atcheng2",
-            "profile": "https://github.com/atcheng2",
-            "contributions": []
-        },
         {
             "login": "cursoragent",
             "name": "Cursor Agent",
@@ -559,13 +524,6 @@
             "profile": "https://github.com/cursoragent",
             "contributions": []
         },
-        {
-            "login": "bilgeacun",
-            "name": "Bilge Acun",
-            "avatar_url": "https://avatars.githubusercontent.com/bilgeacun",
-            "profile": "https://github.com/bilgeacun",
-            "contributions": []
-        },
         {
             "login": "sjohri20",
             "name": "Shreya Johri",
@@ -574,10 +532,24 @@
             "contributions": []
         },
         {
-            "login": "swilcock0",
-            "name": "Sam Wilcock",
-            "avatar_url": "https://avatars.githubusercontent.com/swilcock0",
-            "profile": "https://github.com/swilcock0",
+            "login": "jessicaquaye",
+            "name": "Jessica Quaye",
+            "avatar_url": "https://avatars.githubusercontent.com/jessicaquaye",
+            "profile": "https://github.com/jessicaquaye",
+            "contributions": []
+        },
+        {
+            "login": "happyappledog",
+            "name": "happyappledog",
+            "avatar_url": "https://avatars.githubusercontent.com/happyappledog",
+            "profile": "https://github.com/happyappledog",
+            "contributions": []
+        },
+        {
+            "login": "bilgeacun",
+            "name": "Bilge Acun",
+            "avatar_url": "https://avatars.githubusercontent.com/bilgeacun",
+            "profile": "https://github.com/bilgeacun",
             "contributions": []
         },
         {
@@ -587,6 +559,13 @@
             "profile": "https://github.com/skmur",
             "contributions": []
         },
+        {
+            "login": "swilcock0",
+            "name": "Sam Wilcock",
+            "avatar_url": "https://avatars.githubusercontent.com/swilcock0",
+            "profile": "https://github.com/swilcock0",
+            "contributions": []
+        },
         {
             "login": "Costin-Andrei Oncescu",
             "name": "Costin-Andrei Oncescu",
@@ -594,6 +573,13 @@
             "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
             "contributions": []
         },
+        {
+            "login": "Baldassarre Cesarano",
+            "name": "Baldassarre Cesarano",
+            "avatar_url": "https://www.gravatar.com/avatar/13b816dd84837bb4700a55f47a70763e?d=identicon&s=100",
+            "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
+            "contributions": []
+        },
         {
             "login": "formlsysbookissue",
             "name": "formlsysbookissue",
@@ -643,6 +629,13 @@
             "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
             "contributions": []
         },
+        {
+            "login": "Jahnic Beck",
+            "name": "Jahnic Beck",
+            "avatar_url": "https://www.gravatar.com/avatar/13a9b038845f7d0121cada38c81a6a11?d=identicon&s=100",
+            "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
+            "contributions": []
+        },
         {
             "login": "Edward Jin",
             "name": "Edward Jin",
@@ -664,6 +657,13 @@
             "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
             "contributions": []
         },
+        {
+            "login": "yanjingl",
+            "name": "yanjingl",
+            "avatar_url": "https://www.gravatar.com/avatar/f5d58ba6aa9b00189d4c018d370e8f43?d=identicon&s=100",
+            "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
+            "contributions": []
+        },
         {
             "login": "a-saraf",
             "name": "a-saraf",
diff --git a/README.md b/README.md
index be1676331..014a7b16f 100644
--- a/README.md
+++ b/README.md
@@ -248,100 +248,100 @@ Thanks goes to these wonderful people who have contributed to making this resour
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/DivyaAmirtharaj"><img src="https://avatars.githubusercontent.com/DivyaAmirtharaj?s=100" width="100px;" alt="Divya Amirtharaj"/><br /><sub><b>Divya Amirtharaj</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/srivatsankrishnan"><img src="https://avatars.githubusercontent.com/srivatsankrishnan?s=100" width="100px;" alt="Srivatsan Krishnan"/><br /><sub><b>Srivatsan Krishnan</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/ma3mool"><img src="https://avatars.githubusercontent.com/ma3mool?s=100" width="100px;" alt="Abdulrahman Mahmoud"/><br /><sub><b>Abdulrahman Mahmoud</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/James-QiuHaoran"><img src="https://avatars.githubusercontent.com/James-QiuHaoran?s=100" width="100px;" alt="Haoran Qiu"/><br /><sub><b>Haoran Qiu</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/srivatsankrishnan"><img src="https://avatars.githubusercontent.com/srivatsankrishnan?s=100" width="100px;" alt="Srivatsan Krishnan"/><br /><sub><b>Srivatsan Krishnan</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/arnaumarin"><img src="https://avatars.githubusercontent.com/arnaumarin?s=100" width="100px;" alt="marin-llobet"/><br /><sub><b>marin-llobet</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/aptl26"><img src="https://avatars.githubusercontent.com/aptl26?s=100" width="100px;" alt="Aghyad Deeb"/><br /><sub><b>Aghyad Deeb</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/arnaumarin"><img src="https://avatars.githubusercontent.com/arnaumarin?s=100" width="100px;" alt="marin-llobet"/><br /><sub><b>marin-llobet</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/GabrielAmazonas"><img src="https://avatars.githubusercontent.com/GabrielAmazonas?s=100" width="100px;" alt="Gabriel Amazonas"/><br /><sub><b>Gabriel Amazonas</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/MichaelSchnebly"><img src="https://avatars.githubusercontent.com/MichaelSchnebly?s=100" width="100px;" alt="Michael Schnebly"/><br /><sub><b>Michael Schnebly</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/VThuong99"><img src="https://avatars.githubusercontent.com/VThuong99?s=100" width="100px;" alt="Thuong Duong"/><br /><sub><b>Thuong Duong</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"/><br /><sub><b>oishib</b></sub></a><br /></td>
-    </tr>
-    <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/James-QiuHaoran"><img src="https://avatars.githubusercontent.com/James-QiuHaoran?s=100" width="100px;" alt="Haoran Qiu"/><br /><sub><b>Haoran Qiu</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/Ekhao"><img src="https://avatars.githubusercontent.com/Ekhao?s=100" width="100px;" alt="Emil Njor"/><br /><sub><b>Emil Njor</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/VThuong99"><img src="https://avatars.githubusercontent.com/VThuong99?s=100" width="100px;" alt="Thuong Duong"/><br /><sub><b>Thuong Duong</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/MichaelSchnebly"><img src="https://avatars.githubusercontent.com/MichaelSchnebly?s=100" width="100px;" alt="Michael Schnebly"/><br /><sub><b>Michael Schnebly</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/AditiR-42"><img src="https://avatars.githubusercontent.com/AditiR-42?s=100" width="100px;" alt="Aditi Raju"/><br /><sub><b>Aditi Raju</b></sub></a><br /></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/ELSuitorHarvard"><img src="https://avatars.githubusercontent.com/ELSuitorHarvard?s=100" width="100px;" alt="ELSuitorHarvard"/><br /><sub><b>ELSuitorHarvard</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/GabrielAmazonas"><img src="https://avatars.githubusercontent.com/GabrielAmazonas?s=100" width="100px;" alt="Gabriel Amazonas"/><br /><sub><b>Gabriel Amazonas</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"/><br /><sub><b>oishib</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/jared-ni"><img src="https://avatars.githubusercontent.com/jared-ni?s=100" width="100px;" alt="Jared Ni"/><br /><sub><b>Jared Ni</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"/><br /><sub><b>Henry Bae</b></sub></a><br /></td>
-    </tr>
-    <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jaywonchung"><img src="https://avatars.githubusercontent.com/jaywonchung?s=100" width="100px;" alt="Jae-Won Chung"/><br /><sub><b>Jae-Won Chung</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/eimlav"><img src="https://avatars.githubusercontent.com/eimlav?s=100" width="100px;" alt="Eimhin Laverty"/><br /><sub><b>Eimhin Laverty</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/leo47007"><img src="https://avatars.githubusercontent.com/leo47007?s=100" width="100px;" alt="Yu-Shun Hsiao"/><br /><sub><b>Yu-Shun Hsiao</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0c931fcfd03cd548d44c90602dd773ba?d=identicon&s=100?s=100" width="100px;" alt="Matthew Stewart"/><br /><sub><b>Matthew Stewart</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jianqingdu"><img src="https://avatars.githubusercontent.com/jianqingdu?s=100" width="100px;" alt="jianqingdu"/><br /><sub><b>jianqingdu</b></sub></a><br /></td>
-    </tr>
-    <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jzhou1318"><img src="https://avatars.githubusercontent.com/jzhou1318?s=100" width="100px;" alt="Jennifer Zhou"/><br /><sub><b>Jennifer Zhou</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"/><br /><sub><b>Marco Zennaro</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/pongtr"><img src="https://avatars.githubusercontent.com/pongtr?s=100" width="100px;" alt="Pong Trairatvorakul"/><br /><sub><b>Pong Trairatvorakul</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"/><br /><sub><b>Shvetank Prakash</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/arbass22"><img src="https://avatars.githubusercontent.com/arbass22?s=100" width="100px;" alt="Andrew Bass"/><br /><sub><b>Andrew Bass</b></sub></a><br /></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/eimlav"><img src="https://avatars.githubusercontent.com/eimlav?s=100" width="100px;" alt="Eimhin Laverty"/><br /><sub><b>Eimhin Laverty</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/jaywonchung"><img src="https://avatars.githubusercontent.com/jaywonchung?s=100" width="100px;" alt="Jae-Won Chung"/><br /><sub><b>Jae-Won Chung</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"/><br /><sub><b>Henry Bae</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/af39c27c6090c50a1921a9b6366e81cc?d=identicon&s=100?s=100" width="100px;" alt="Emeka Ezike"/><br /><sub><b>Emeka Ezike</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/euranofshin"><img src="https://avatars.githubusercontent.com/euranofshin?s=100" width="100px;" alt="Eura Nofshin"/><br /><sub><b>Eura Nofshin</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/971cc53d0a50e088ee7c1265a7a9dc83?d=identicon&s=100?s=100" width="100px;" alt="jianqingdu"/><br /><sub><b>jianqingdu</b></sub></a><br /></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0c931fcfd03cd548d44c90602dd773ba?d=identicon&s=100?s=100" width="100px;" alt="Matthew Stewart"/><br /><sub><b>Matthew Stewart</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/arbass22"><img src="https://avatars.githubusercontent.com/arbass22?s=100" width="100px;" alt="Andrew Bass"/><br /><sub><b>Andrew Bass</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"/><br /><sub><b>Shvetank Prakash</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/aryatschand"><img src="https://avatars.githubusercontent.com/aryatschand?s=100" width="100px;" alt="Arya Tschand"/><br /><sub><b>Arya Tschand</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/pongtr"><img src="https://avatars.githubusercontent.com/pongtr?s=100" width="100px;" alt="Pong Trairatvorakul"/><br /><sub><b>Pong Trairatvorakul</b></sub></a><br /></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"/><br /><sub><b>Marco Zennaro</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/jzhou1318"><img src="https://avatars.githubusercontent.com/jzhou1318?s=100" width="100px;" alt="Jennifer Zhou"/><br /><sub><b>Jennifer Zhou</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/euranofshin"><img src="https://avatars.githubusercontent.com/euranofshin?s=100" width="100px;" alt="Eura Nofshin"/><br /><sub><b>Eura Nofshin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/taunoe"><img src="https://avatars.githubusercontent.com/taunoe?s=100" width="100px;" alt="Tauno Erik"/><br /><sub><b>Tauno Erik</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/468ef35acc69f3266efd700992daa369?d=identicon&s=100?s=100" width="100px;" alt="Fatima Shah"/><br /><sub><b>Fatima Shah</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/4ad8cdf19eb3b666ace97d3eedb19278?d=identicon&s=100?s=100" width="100px;" alt="Tess314"/><br /><sub><b>Tess314</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/vitasam"><img src="https://avatars.githubusercontent.com/vitasam?s=100" width="100px;" alt="The Random DIY"/><br /><sub><b>The Random DIY</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/serco425"><img src="https://avatars.githubusercontent.com/serco425?s=100" width="100px;" alt="Sercan Aygün"/><br /><sub><b>Sercan Aygün</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/Gjain234"><img src="https://avatars.githubusercontent.com/Gjain234?s=100" width="100px;" alt="Gauri Jain"/><br /><sub><b>Gauri Jain</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/alex-oesterling"><img src="https://avatars.githubusercontent.com/alex-oesterling?s=100" width="100px;" alt="Alex Oesterling"/><br /><sub><b>Alex Oesterling</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/FinAminToastCrunch"><img src="https://avatars.githubusercontent.com/FinAminToastCrunch?s=100" width="100px;" alt="Fin Amin"/><br /><sub><b>Fin Amin</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/BrunoScaglione"><img src="https://avatars.githubusercontent.com/BrunoScaglione?s=100" width="100px;" alt="Bruno Scaglione"/><br /><sub><b>Bruno Scaglione</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/Allen-Kuang"><img src="https://avatars.githubusercontent.com/Allen-Kuang?s=100" width="100px;" alt="Allen-Kuang"/><br /><sub><b>Allen-Kuang</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/BrunoScaglione"><img src="https://avatars.githubusercontent.com/BrunoScaglione?s=100" width="100px;" alt="Bruno Scaglione"/><br /><sub><b>Bruno Scaglione</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/alex-oesterling"><img src="https://avatars.githubusercontent.com/alex-oesterling?s=100" width="100px;" alt="Alex Oesterling"/><br /><sub><b>Alex Oesterling</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/TheHiddenLayer"><img src="https://avatars.githubusercontent.com/TheHiddenLayer?s=100" width="100px;" alt="TheHiddenLayer"/><br /><sub><b>TheHiddenLayer</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/Gjain234"><img src="https://avatars.githubusercontent.com/Gjain234?s=100" width="100px;" alt="Gauri Jain"/><br /><sub><b>Gauri Jain</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/serco425"><img src="https://avatars.githubusercontent.com/serco425?s=100" width="100px;" alt="Sercan Aygün"/><br /><sub><b>Sercan Aygün</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/gnodipac886"><img src="https://avatars.githubusercontent.com/gnodipac886?s=100" width="100px;" alt="gnodipac886"/><br /><sub><b>gnodipac886</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/TheHiddenLayer"><img src="https://avatars.githubusercontent.com/TheHiddenLayer?s=100" width="100px;" alt="TheHiddenLayer"/><br /><sub><b>TheHiddenLayer</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/AbenezerKb"><img src="https://avatars.githubusercontent.com/AbenezerKb?s=100" width="100px;" alt="Abenezer Angamo"/><br /><sub><b>Abenezer Angamo</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/atcheng2"><img src="https://avatars.githubusercontent.com/atcheng2?s=100" width="100px;" alt="Andy Cheng"/><br /><sub><b>Andy Cheng</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/arighosh05"><img src="https://avatars.githubusercontent.com/arighosh05?s=100" width="100px;" alt="Aritra Ghosh"/><br /><sub><b>Aritra Ghosh</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/abigailswallow"><img src="https://avatars.githubusercontent.com/abigailswallow?s=100" width="100px;" alt="abigailswallow"/><br /><sub><b>abigailswallow</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/aethernavshulkraven-allain"><img src="https://avatars.githubusercontent.com/aethernavshulkraven-allain?s=100" width="100px;" alt="अरनव शुक्ला &#124; Arnav Shukla"/><br /><sub><b>अरनव शुक्ला &#124; Arnav Shukla</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/YangZhou1997"><img src="https://avatars.githubusercontent.com/YangZhou1997?s=100" width="100px;" alt="Yang Zhou"/><br /><sub><b>Yang Zhou</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/YLab-UChicago"><img src="https://avatars.githubusercontent.com/YLab-UChicago?s=100" width="100px;" alt="yanjingl"/><br /><sub><b>yanjingl</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/Jahnic-kb"><img src="https://avatars.githubusercontent.com/Jahnic-kb?s=100" width="100px;" alt="Jahnic Beck"/><br /><sub><b>Jahnic Beck</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/BravoBaldo"><img src="https://avatars.githubusercontent.com/BravoBaldo?s=100" width="100px;" alt="Baldassarre Cesarano"/><br /><sub><b>Baldassarre Cesarano</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/happyappledog"><img src="https://avatars.githubusercontent.com/happyappledog?s=100" width="100px;" alt="happyappledog"/><br /><sub><b>happyappledog</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/YangZhou1997"><img src="https://avatars.githubusercontent.com/YangZhou1997?s=100" width="100px;" alt="Yang Zhou"/><br /><sub><b>Yang Zhou</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/emmanuel2406"><img src="https://avatars.githubusercontent.com/emmanuel2406?s=100" width="100px;" alt="Emmanuel Rassou"/><br /><sub><b>Emmanuel Rassou</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/jasonlyik"><img src="https://avatars.githubusercontent.com/jasonlyik?s=100" width="100px;" alt="Jason Yik"/><br /><sub><b>Jason Yik</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/cursoragent"><img src="https://avatars.githubusercontent.com/cursoragent?s=100" width="100px;" alt="Cursor Agent"/><br /><sub><b>Cursor Agent</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="Shreya Johri"/><br /><sub><b>Shreya Johri</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/jessicaquaye"><img src="https://avatars.githubusercontent.com/jessicaquaye?s=100" width="100px;" alt="Jessica Quaye"/><br /><sub><b>Jessica Quaye</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/emmanuel2406"><img src="https://avatars.githubusercontent.com/emmanuel2406?s=100" width="100px;" alt="Emmanuel Rassou"/><br /><sub><b>Emmanuel Rassou</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/atcheng2"><img src="https://avatars.githubusercontent.com/atcheng2?s=100" width="100px;" alt="Andy Cheng"/><br /><sub><b>Andy Cheng</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/cursoragent"><img src="https://avatars.githubusercontent.com/cursoragent?s=100" width="100px;" alt="Cursor Agent"/><br /><sub><b>Cursor Agent</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/happyappledog"><img src="https://avatars.githubusercontent.com/happyappledog?s=100" width="100px;" alt="happyappledog"/><br /><sub><b>happyappledog</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/bilgeacun"><img src="https://avatars.githubusercontent.com/bilgeacun?s=100" width="100px;" alt="Bilge Acun"/><br /><sub><b>Bilge Acun</b></sub></a><br /></td>
-    </tr>
-    <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="Shreya Johri"/><br /><sub><b>Shreya Johri</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/swilcock0"><img src="https://avatars.githubusercontent.com/swilcock0?s=100" width="100px;" alt="Sam Wilcock"/><br /><sub><b>Sam Wilcock</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/skmur"><img src="https://avatars.githubusercontent.com/skmur?s=100" width="100px;" alt="Sonia Murthy"/><br /><sub><b>Sonia Murthy</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/fc4f3460cdfb9365ab59bdeafb06413e?d=identicon&s=100?s=100" width="100px;" alt="Costin-Andrei Oncescu"/><br /><sub><b>Costin-Andrei Oncescu</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0d6b8616427d8b19d425c9808692e347?d=identicon&s=100?s=100" width="100px;" alt="formlsysbookissue"/><br /><sub><b>formlsysbookissue</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/swilcock0"><img src="https://avatars.githubusercontent.com/swilcock0?s=100" width="100px;" alt="Sam Wilcock"/><br /><sub><b>Sam Wilcock</b></sub></a><br /></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/fc4f3460cdfb9365ab59bdeafb06413e?d=identicon&s=100?s=100" width="100px;" alt="Costin-Andrei Oncescu"/><br /><sub><b>Costin-Andrei Oncescu</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/13b816dd84837bb4700a55f47a70763e?d=identicon&s=100?s=100" width="100px;" alt="Baldassarre Cesarano"/><br /><sub><b>Baldassarre Cesarano</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0d6b8616427d8b19d425c9808692e347?d=identicon&s=100?s=100" width="100px;" alt="formlsysbookissue"/><br /><sub><b>formlsysbookissue</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/7cd8d5dfd83071f23979019d97655dc5?d=identicon&s=100?s=100" width="100px;" alt="Annie Laurie Cook"/><br /><sub><b>Annie Laurie Cook</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/b15b6e0e9adf58099905c1a0fd474cb9?d=identicon&s=100?s=100" width="100px;" alt="Vijay Edupuganti"/><br /><sub><b>Vijay Edupuganti</b></sub></a><br /></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/f88052cca4f401d9b0f43aed0a53434a?d=identicon&s=100?s=100" width="100px;" alt="Jothi Ramaswamy"/><br /><sub><b>Jothi Ramaswamy</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/35a8d9ffd03f05e79a2c6ce6206a56f2?d=identicon&s=100?s=100" width="100px;" alt="Batur Arslan"/><br /><sub><b>Batur Arslan</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/bd53d146aa888548c8db4da02bf81e7a?d=identicon&s=100?s=100" width="100px;" alt="Curren Iyer"/><br /><sub><b>Curren Iyer</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/468ef35acc69f3266efd700992daa369?d=identicon&s=100?s=100" width="100px;" alt="Fatima Shah"/><br /><sub><b>Fatima Shah</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/13a9b038845f7d0121cada38c81a6a11?d=identicon&s=100?s=100" width="100px;" alt="Jahnic Beck"/><br /><sub><b>Jahnic Beck</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/468ef35acc69f3266efd700992daa369?d=identicon&s=100?s=100" width="100px;" alt="Fatima Shah"/><br /><sub><b>Fatima Shah</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/8d8410338458e08bd5e4b96f58e1c217?d=identicon&s=100?s=100" width="100px;" alt="Edward Jin"/><br /><sub><b>Edward Jin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/28c6123d2c9f75578d3ccdedb0df3d11?d=identicon&s=100?s=100" width="100px;" alt="Tess Watt"/><br /><sub><b>Tess Watt</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/ef139181fe00190f21730f6912532e9e?d=identicon&s=100?s=100" width="100px;" alt="bluebaer7"/><br /><sub><b>bluebaer7</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/f5d58ba6aa9b00189d4c018d370e8f43?d=identicon&s=100?s=100" width="100px;" alt="yanjingl"/><br /><sub><b>yanjingl</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/a5a47df988ab1720dd706062e523ca32?d=identicon&s=100?s=100" width="100px;" alt="a-saraf"/><br /><sub><b>a-saraf</b></sub></a><br /></td>
     </tr>
     <tr>
diff --git a/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd b/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd
index c163b740f..facfb99ca 100644
--- a/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd
+++ b/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd
@@ -166,100 +166,100 @@ A comprehensive list of all GitHub contributors is available below, reflecting t
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/DivyaAmirtharaj"><img src="https://avatars.githubusercontent.com/DivyaAmirtharaj?s=100" width="100px;" alt="Divya Amirtharaj"/><br /><sub><b>Divya Amirtharaj</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/srivatsankrishnan"><img src="https://avatars.githubusercontent.com/srivatsankrishnan?s=100" width="100px;" alt="Srivatsan Krishnan"/><br /><sub><b>Srivatsan Krishnan</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/ma3mool"><img src="https://avatars.githubusercontent.com/ma3mool?s=100" width="100px;" alt="Abdulrahman Mahmoud"/><br /><sub><b>Abdulrahman Mahmoud</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/James-QiuHaoran"><img src="https://avatars.githubusercontent.com/James-QiuHaoran?s=100" width="100px;" alt="Haoran Qiu"/><br /><sub><b>Haoran Qiu</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/srivatsankrishnan"><img src="https://avatars.githubusercontent.com/srivatsankrishnan?s=100" width="100px;" alt="Srivatsan Krishnan"/><br /><sub><b>Srivatsan Krishnan</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/arnaumarin"><img src="https://avatars.githubusercontent.com/arnaumarin?s=100" width="100px;" alt="marin-llobet"/><br /><sub><b>marin-llobet</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/aptl26"><img src="https://avatars.githubusercontent.com/aptl26?s=100" width="100px;" alt="Aghyad Deeb"/><br /><sub><b>Aghyad Deeb</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/arnaumarin"><img src="https://avatars.githubusercontent.com/arnaumarin?s=100" width="100px;" alt="marin-llobet"/><br /><sub><b>marin-llobet</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/GabrielAmazonas"><img src="https://avatars.githubusercontent.com/GabrielAmazonas?s=100" width="100px;" alt="Gabriel Amazonas"/><br /><sub><b>Gabriel Amazonas</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/MichaelSchnebly"><img src="https://avatars.githubusercontent.com/MichaelSchnebly?s=100" width="100px;" alt="Michael Schnebly"/><br /><sub><b>Michael Schnebly</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/VThuong99"><img src="https://avatars.githubusercontent.com/VThuong99?s=100" width="100px;" alt="Thuong Duong"/><br /><sub><b>Thuong Duong</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"/><br /><sub><b>oishib</b></sub></a><br /></td>
-    </tr>
-    <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/James-QiuHaoran"><img src="https://avatars.githubusercontent.com/James-QiuHaoran?s=100" width="100px;" alt="Haoran Qiu"/><br /><sub><b>Haoran Qiu</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/Ekhao"><img src="https://avatars.githubusercontent.com/Ekhao?s=100" width="100px;" alt="Emil Njor"/><br /><sub><b>Emil Njor</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/VThuong99"><img src="https://avatars.githubusercontent.com/VThuong99?s=100" width="100px;" alt="Thuong Duong"/><br /><sub><b>Thuong Duong</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/MichaelSchnebly"><img src="https://avatars.githubusercontent.com/MichaelSchnebly?s=100" width="100px;" alt="Michael Schnebly"/><br /><sub><b>Michael Schnebly</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/AditiR-42"><img src="https://avatars.githubusercontent.com/AditiR-42?s=100" width="100px;" alt="Aditi Raju"/><br /><sub><b>Aditi Raju</b></sub></a><br /></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/ELSuitorHarvard"><img src="https://avatars.githubusercontent.com/ELSuitorHarvard?s=100" width="100px;" alt="ELSuitorHarvard"/><br /><sub><b>ELSuitorHarvard</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/GabrielAmazonas"><img src="https://avatars.githubusercontent.com/GabrielAmazonas?s=100" width="100px;" alt="Gabriel Amazonas"/><br /><sub><b>Gabriel Amazonas</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"/><br /><sub><b>oishib</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/jared-ni"><img src="https://avatars.githubusercontent.com/jared-ni?s=100" width="100px;" alt="Jared Ni"/><br /><sub><b>Jared Ni</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"/><br /><sub><b>Henry Bae</b></sub></a><br /></td>
-    </tr>
-    <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jaywonchung"><img src="https://avatars.githubusercontent.com/jaywonchung?s=100" width="100px;" alt="Jae-Won Chung"/><br /><sub><b>Jae-Won Chung</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/eimlav"><img src="https://avatars.githubusercontent.com/eimlav?s=100" width="100px;" alt="Eimhin Laverty"/><br /><sub><b>Eimhin Laverty</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/leo47007"><img src="https://avatars.githubusercontent.com/leo47007?s=100" width="100px;" alt="Yu-Shun Hsiao"/><br /><sub><b>Yu-Shun Hsiao</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0c931fcfd03cd548d44c90602dd773ba?d=identicon&s=100?s=100" width="100px;" alt="Matthew Stewart"/><br /><sub><b>Matthew Stewart</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jianqingdu"><img src="https://avatars.githubusercontent.com/jianqingdu?s=100" width="100px;" alt="jianqingdu"/><br /><sub><b>jianqingdu</b></sub></a><br /></td>
-    </tr>
-    <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jzhou1318"><img src="https://avatars.githubusercontent.com/jzhou1318?s=100" width="100px;" alt="Jennifer Zhou"/><br /><sub><b>Jennifer Zhou</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"/><br /><sub><b>Marco Zennaro</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/pongtr"><img src="https://avatars.githubusercontent.com/pongtr?s=100" width="100px;" alt="Pong Trairatvorakul"/><br /><sub><b>Pong Trairatvorakul</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"/><br /><sub><b>Shvetank Prakash</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/arbass22"><img src="https://avatars.githubusercontent.com/arbass22?s=100" width="100px;" alt="Andrew Bass"/><br /><sub><b>Andrew Bass</b></sub></a><br /></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/eimlav"><img src="https://avatars.githubusercontent.com/eimlav?s=100" width="100px;" alt="Eimhin Laverty"/><br /><sub><b>Eimhin Laverty</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/jaywonchung"><img src="https://avatars.githubusercontent.com/jaywonchung?s=100" width="100px;" alt="Jae-Won Chung"/><br /><sub><b>Jae-Won Chung</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"/><br /><sub><b>Henry Bae</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/af39c27c6090c50a1921a9b6366e81cc?d=identicon&s=100?s=100" width="100px;" alt="Emeka Ezike"/><br /><sub><b>Emeka Ezike</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/euranofshin"><img src="https://avatars.githubusercontent.com/euranofshin?s=100" width="100px;" alt="Eura Nofshin"/><br /><sub><b>Eura Nofshin</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/971cc53d0a50e088ee7c1265a7a9dc83?d=identicon&s=100?s=100" width="100px;" alt="jianqingdu"/><br /><sub><b>jianqingdu</b></sub></a><br /></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0c931fcfd03cd548d44c90602dd773ba?d=identicon&s=100?s=100" width="100px;" alt="Matthew Stewart"/><br /><sub><b>Matthew Stewart</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/arbass22"><img src="https://avatars.githubusercontent.com/arbass22?s=100" width="100px;" alt="Andrew Bass"/><br /><sub><b>Andrew Bass</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"/><br /><sub><b>Shvetank Prakash</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/aryatschand"><img src="https://avatars.githubusercontent.com/aryatschand?s=100" width="100px;" alt="Arya Tschand"/><br /><sub><b>Arya Tschand</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/pongtr"><img src="https://avatars.githubusercontent.com/pongtr?s=100" width="100px;" alt="Pong Trairatvorakul"/><br /><sub><b>Pong Trairatvorakul</b></sub></a><br /></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"/><br /><sub><b>Marco Zennaro</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/jzhou1318"><img src="https://avatars.githubusercontent.com/jzhou1318?s=100" width="100px;" alt="Jennifer Zhou"/><br /><sub><b>Jennifer Zhou</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/euranofshin"><img src="https://avatars.githubusercontent.com/euranofshin?s=100" width="100px;" alt="Eura Nofshin"/><br /><sub><b>Eura Nofshin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/taunoe"><img src="https://avatars.githubusercontent.com/taunoe?s=100" width="100px;" alt="Tauno Erik"/><br /><sub><b>Tauno Erik</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/468ef35acc69f3266efd700992daa369?d=identicon&s=100?s=100" width="100px;" alt="Fatima Shah"/><br /><sub><b>Fatima Shah</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/4ad8cdf19eb3b666ace97d3eedb19278?d=identicon&s=100?s=100" width="100px;" alt="Tess314"/><br /><sub><b>Tess314</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/vitasam"><img src="https://avatars.githubusercontent.com/vitasam?s=100" width="100px;" alt="The Random DIY"/><br /><sub><b>The Random DIY</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/serco425"><img src="https://avatars.githubusercontent.com/serco425?s=100" width="100px;" alt="Sercan Aygün"/><br /><sub><b>Sercan Aygün</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/Gjain234"><img src="https://avatars.githubusercontent.com/Gjain234?s=100" width="100px;" alt="Gauri Jain"/><br /><sub><b>Gauri Jain</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/alex-oesterling"><img src="https://avatars.githubusercontent.com/alex-oesterling?s=100" width="100px;" alt="Alex Oesterling"/><br /><sub><b>Alex Oesterling</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/FinAminToastCrunch"><img src="https://avatars.githubusercontent.com/FinAminToastCrunch?s=100" width="100px;" alt="Fin Amin"/><br /><sub><b>Fin Amin</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/BrunoScaglione"><img src="https://avatars.githubusercontent.com/BrunoScaglione?s=100" width="100px;" alt="Bruno Scaglione"/><br /><sub><b>Bruno Scaglione</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/Allen-Kuang"><img src="https://avatars.githubusercontent.com/Allen-Kuang?s=100" width="100px;" alt="Allen-Kuang"/><br /><sub><b>Allen-Kuang</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/BrunoScaglione"><img src="https://avatars.githubusercontent.com/BrunoScaglione?s=100" width="100px;" alt="Bruno Scaglione"/><br /><sub><b>Bruno Scaglione</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/alex-oesterling"><img src="https://avatars.githubusercontent.com/alex-oesterling?s=100" width="100px;" alt="Alex Oesterling"/><br /><sub><b>Alex Oesterling</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/TheHiddenLayer"><img src="https://avatars.githubusercontent.com/TheHiddenLayer?s=100" width="100px;" alt="TheHiddenLayer"/><br /><sub><b>TheHiddenLayer</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/Gjain234"><img src="https://avatars.githubusercontent.com/Gjain234?s=100" width="100px;" alt="Gauri Jain"/><br /><sub><b>Gauri Jain</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/serco425"><img src="https://avatars.githubusercontent.com/serco425?s=100" width="100px;" alt="Sercan Aygün"/><br /><sub><b>Sercan Aygün</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/gnodipac886"><img src="https://avatars.githubusercontent.com/gnodipac886?s=100" width="100px;" alt="gnodipac886"/><br /><sub><b>gnodipac886</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/TheHiddenLayer"><img src="https://avatars.githubusercontent.com/TheHiddenLayer?s=100" width="100px;" alt="TheHiddenLayer"/><br /><sub><b>TheHiddenLayer</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/AbenezerKb"><img src="https://avatars.githubusercontent.com/AbenezerKb?s=100" width="100px;" alt="Abenezer Angamo"/><br /><sub><b>Abenezer Angamo</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/atcheng2"><img src="https://avatars.githubusercontent.com/atcheng2?s=100" width="100px;" alt="Andy Cheng"/><br /><sub><b>Andy Cheng</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/arighosh05"><img src="https://avatars.githubusercontent.com/arighosh05?s=100" width="100px;" alt="Aritra Ghosh"/><br /><sub><b>Aritra Ghosh</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/abigailswallow"><img src="https://avatars.githubusercontent.com/abigailswallow?s=100" width="100px;" alt="abigailswallow"/><br /><sub><b>abigailswallow</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/aethernavshulkraven-allain"><img src="https://avatars.githubusercontent.com/aethernavshulkraven-allain?s=100" width="100px;" alt="अरनव शुक्ला &#124; Arnav Shukla"/><br /><sub><b>अरनव शुक्ला &#124; Arnav Shukla</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/YangZhou1997"><img src="https://avatars.githubusercontent.com/YangZhou1997?s=100" width="100px;" alt="Yang Zhou"/><br /><sub><b>Yang Zhou</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/YLab-UChicago"><img src="https://avatars.githubusercontent.com/YLab-UChicago?s=100" width="100px;" alt="yanjingl"/><br /><sub><b>yanjingl</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/Jahnic-kb"><img src="https://avatars.githubusercontent.com/Jahnic-kb?s=100" width="100px;" alt="Jahnic Beck"/><br /><sub><b>Jahnic Beck</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/BravoBaldo"><img src="https://avatars.githubusercontent.com/BravoBaldo?s=100" width="100px;" alt="Baldassarre Cesarano"/><br /><sub><b>Baldassarre Cesarano</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/happyappledog"><img src="https://avatars.githubusercontent.com/happyappledog?s=100" width="100px;" alt="happyappledog"/><br /><sub><b>happyappledog</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/YangZhou1997"><img src="https://avatars.githubusercontent.com/YangZhou1997?s=100" width="100px;" alt="Yang Zhou"/><br /><sub><b>Yang Zhou</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/emmanuel2406"><img src="https://avatars.githubusercontent.com/emmanuel2406?s=100" width="100px;" alt="Emmanuel Rassou"/><br /><sub><b>Emmanuel Rassou</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/jasonlyik"><img src="https://avatars.githubusercontent.com/jasonlyik?s=100" width="100px;" alt="Jason Yik"/><br /><sub><b>Jason Yik</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/cursoragent"><img src="https://avatars.githubusercontent.com/cursoragent?s=100" width="100px;" alt="Cursor Agent"/><br /><sub><b>Cursor Agent</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="Shreya Johri"/><br /><sub><b>Shreya Johri</b></sub></a><br /></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/jessicaquaye"><img src="https://avatars.githubusercontent.com/jessicaquaye?s=100" width="100px;" alt="Jessica Quaye"/><br /><sub><b>Jessica Quaye</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/emmanuel2406"><img src="https://avatars.githubusercontent.com/emmanuel2406?s=100" width="100px;" alt="Emmanuel Rassou"/><br /><sub><b>Emmanuel Rassou</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/atcheng2"><img src="https://avatars.githubusercontent.com/atcheng2?s=100" width="100px;" alt="Andy Cheng"/><br /><sub><b>Andy Cheng</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/cursoragent"><img src="https://avatars.githubusercontent.com/cursoragent?s=100" width="100px;" alt="Cursor Agent"/><br /><sub><b>Cursor Agent</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/happyappledog"><img src="https://avatars.githubusercontent.com/happyappledog?s=100" width="100px;" alt="happyappledog"/><br /><sub><b>happyappledog</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/bilgeacun"><img src="https://avatars.githubusercontent.com/bilgeacun?s=100" width="100px;" alt="Bilge Acun"/><br /><sub><b>Bilge Acun</b></sub></a><br /></td>
-    </tr>
-    <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="Shreya Johri"/><br /><sub><b>Shreya Johri</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/swilcock0"><img src="https://avatars.githubusercontent.com/swilcock0?s=100" width="100px;" alt="Sam Wilcock"/><br /><sub><b>Sam Wilcock</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/skmur"><img src="https://avatars.githubusercontent.com/skmur?s=100" width="100px;" alt="Sonia Murthy"/><br /><sub><b>Sonia Murthy</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/fc4f3460cdfb9365ab59bdeafb06413e?d=identicon&s=100?s=100" width="100px;" alt="Costin-Andrei Oncescu"/><br /><sub><b>Costin-Andrei Oncescu</b></sub></a><br /></td>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0d6b8616427d8b19d425c9808692e347?d=identicon&s=100?s=100" width="100px;" alt="formlsysbookissue"/><br /><sub><b>formlsysbookissue</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/swilcock0"><img src="https://avatars.githubusercontent.com/swilcock0?s=100" width="100px;" alt="Sam Wilcock"/><br /><sub><b>Sam Wilcock</b></sub></a><br /></td>
     </tr>
     <tr>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/fc4f3460cdfb9365ab59bdeafb06413e?d=identicon&s=100?s=100" width="100px;" alt="Costin-Andrei Oncescu"/><br /><sub><b>Costin-Andrei Oncescu</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/13b816dd84837bb4700a55f47a70763e?d=identicon&s=100?s=100" width="100px;" alt="Baldassarre Cesarano"/><br /><sub><b>Baldassarre Cesarano</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/0d6b8616427d8b19d425c9808692e347?d=identicon&s=100?s=100" width="100px;" alt="formlsysbookissue"/><br /><sub><b>formlsysbookissue</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/7cd8d5dfd83071f23979019d97655dc5?d=identicon&s=100?s=100" width="100px;" alt="Annie Laurie Cook"/><br /><sub><b>Annie Laurie Cook</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/b15b6e0e9adf58099905c1a0fd474cb9?d=identicon&s=100?s=100" width="100px;" alt="Vijay Edupuganti"/><br /><sub><b>Vijay Edupuganti</b></sub></a><br /></td>
+    </tr>
+    <tr>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/f88052cca4f401d9b0f43aed0a53434a?d=identicon&s=100?s=100" width="100px;" alt="Jothi Ramaswamy"/><br /><sub><b>Jothi Ramaswamy</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/35a8d9ffd03f05e79a2c6ce6206a56f2?d=identicon&s=100?s=100" width="100px;" alt="Batur Arslan"/><br /><sub><b>Batur Arslan</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/bd53d146aa888548c8db4da02bf81e7a?d=identicon&s=100?s=100" width="100px;" alt="Curren Iyer"/><br /><sub><b>Curren Iyer</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/468ef35acc69f3266efd700992daa369?d=identicon&s=100?s=100" width="100px;" alt="Fatima Shah"/><br /><sub><b>Fatima Shah</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/13a9b038845f7d0121cada38c81a6a11?d=identicon&s=100?s=100" width="100px;" alt="Jahnic Beck"/><br /><sub><b>Jahnic Beck</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/468ef35acc69f3266efd700992daa369?d=identicon&s=100?s=100" width="100px;" alt="Fatima Shah"/><br /><sub><b>Fatima Shah</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/8d8410338458e08bd5e4b96f58e1c217?d=identicon&s=100?s=100" width="100px;" alt="Edward Jin"/><br /><sub><b>Edward Jin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/28c6123d2c9f75578d3ccdedb0df3d11?d=identicon&s=100?s=100" width="100px;" alt="Tess Watt"/><br /><sub><b>Tess Watt</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/ef139181fe00190f21730f6912532e9e?d=identicon&s=100?s=100" width="100px;" alt="bluebaer7"/><br /><sub><b>bluebaer7</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/f5d58ba6aa9b00189d4c018d370e8f43?d=identicon&s=100?s=100" width="100px;" alt="yanjingl"/><br /><sub><b>yanjingl</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/a5a47df988ab1720dd706062e523ca32?d=identicon&s=100?s=100" width="100px;" alt="a-saraf"/><br /><sub><b>a-saraf</b></sub></a><br /></td>
     </tr>
     <tr>