diff --git a/.all-contributorsrc b/.all-contributorsrc
index 3b1e099f6..2a101b709 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -111,13 +111,6 @@
             "profile": "https://github.com/harvard-edge/cs249r_book/graphs/contributors",
             "contributions": []
         },
-        {
-            "login": "jaysonzlin",
-            "name": "Jayson Lin",
-            "avatar_url": "https://avatars.githubusercontent.com/jaysonzlin",
-            "profile": "https://github.com/jaysonzlin",
-            "contributions": []
-        },
         {
             "login": "didier-durand",
             "name": "Didier Durand",
@@ -125,6 +118,13 @@
             "profile": "https://github.com/didier-durand",
             "contributions": []
         },
+        {
+            "login": "jaysonzlin",
+            "name": "Jayson Lin",
+            "avatar_url": "https://avatars.githubusercontent.com/jaysonzlin",
+            "profile": "https://github.com/jaysonzlin",
+            "contributions": []
+        },
         {
             "login": "andreamurillomtz",
             "name": "Andrea",
diff --git a/README.md b/README.md
index ef465feff..d3192b1fa 100644
--- a/README.md
+++ b/README.md
@@ -233,8 +233,8 @@ Thanks goes to these wonderful people who have contributed to making this resour
       <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/8863743b4f26c1a20e730fcf7ebc3bc0?d=identicon&s=100?s=100" width="100px;" alt="Maximilian Lam"/><br /><sub><b>Maximilian Lam</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"/><br /><sub><b>Jayson Lin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/didier-durand"><img src="https://avatars.githubusercontent.com/didier-durand?s=100" width="100px;" alt="Didier Durand"/><br /><sub><b>Didier Durand</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"/><br /><sub><b>Jayson Lin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/andreamurillomtz"><img src="https://avatars.githubusercontent.com/andreamurillomtz?s=100" width="100px;" alt="Andrea"/><br /><sub><b>Andrea</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="Sophia Cho"/><br /><sub><b>Sophia Cho</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/alxrod"><img src="https://avatars.githubusercontent.com/alxrod?s=100" width="100px;" alt="Alex Rodriguez"/><br /><sub><b>Alex Rodriguez</b></sub></a><br /></td>
diff --git a/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd b/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd
index 4cda4b4cf..0f8d983a8 100644
--- a/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd
+++ b/quarto/contents/frontmatter/acknowledgements/acknowledgements.qmd
@@ -151,8 +151,8 @@ A comprehensive list of all GitHub contributors is available below, reflecting t
       <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/8863743b4f26c1a20e730fcf7ebc3bc0?d=identicon&s=100?s=100" width="100px;" alt="Maximilian Lam"/><br /><sub><b>Maximilian Lam</b></sub></a><br /></td>
     </tr>
     <tr>
-      <td align="center" valign="top" width="20%"><a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"/><br /><sub><b>Jayson Lin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/didier-durand"><img src="https://avatars.githubusercontent.com/didier-durand?s=100" width="100px;" alt="Didier Durand"/><br /><sub><b>Didier Durand</b></sub></a><br /></td>
+      <td align="center" valign="top" width="20%"><a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"/><br /><sub><b>Jayson Lin</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/andreamurillomtz"><img src="https://avatars.githubusercontent.com/andreamurillomtz?s=100" width="100px;" alt="Andrea"/><br /><sub><b>Andrea</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="Sophia Cho"/><br /><sub><b>Sophia Cho</b></sub></a><br /></td>
       <td align="center" valign="top" width="20%"><a href="https://github.com/alxrod"><img src="https://avatars.githubusercontent.com/alxrod?s=100" width="100px;" alt="Alex Rodriguez"/><br /><sub><b>Alex Rodriguez</b></sub></a><br /></td>