diff --git a/.all-contributorsrc b/.all-contributorsrc
index d803c6fc..a13718a6 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -306,6 +306,15 @@
       "contributions": [
         "doc"
       ]
+    },
+    {
+      "login": "jestover",
+      "name": "Joseph Stover",
+      "avatar_url": "https://avatars.githubusercontent.com/u/11298484?v=4",
+      "profile": "https://github.com/jestover",
+      "contributions": [
+        "doc"
+      ]
     }
   ],
   "contributorsPerLine": 8,
diff --git a/README.md b/README.md
index 95ff1c8f..79b98c0c 100644
--- a/README.md
+++ b/README.md
@@ -278,6 +278,9 @@ Thanks goes to these wonderful people:
       <td align="center" valign="top" width="12.5%"><a href="https://github.com/FuZhiyu"><img src="https://avatars.githubusercontent.com/u/11523699?v=4?s=100" width="100px;" alt="FuZhiyu"/><br /><sub><b>FuZhiyu</b></sub></a><br /><a href="https://github.com/py-econometrics/pyfixest/issues?q=author%3AFuZhiyu" title="Bug reports">🐛</a> <a href="https://github.com/py-econometrics/pyfixest/commits?author=FuZhiyu" title="Code">💻</a></td>
       <td align="center" valign="top" width="12.5%"><a href="http://www.marceloortizm.com"><img src="https://avatars.githubusercontent.com/u/70643379?v=4?s=100" width="100px;" alt="Marcelo Ortiz M."/><br /><sub><b>Marcelo Ortiz M.</b></sub></a><br /><a href="https://github.com/py-econometrics/pyfixest/commits?author=mortizm1988" title="Documentation">📖</a></td>
     </tr>
+    <tr>
+      <td align="center" valign="top" width="12.5%"><a href="https://github.com/jestover"><img src="https://avatars.githubusercontent.com/u/11298484?v=4?s=100" width="100px;" alt="Joseph Stover"/><br /><sub><b>Joseph Stover</b></sub></a><br /><a href="https://github.com/py-econometrics/pyfixest/commits?author=jestover" title="Documentation">📖</a></td>
+    </tr>
   </tbody>
 </table>