diff --git a/src/components/Schedule.astro b/src/components/Schedule.astro
index 46ec828..ba22bc1 100644
--- a/src/components/Schedule.astro
+++ b/src/components/Schedule.astro
@@ -20,60 +20,77 @@ import shapesRight from '../graphics/shapes_sparkle_1.svg';
 
   <table>
     <tr>
-      <td>8:00 - 8:30 am</td>
-      <td>Registration + breakfast</td>
+      <td>8:00 - 9:00 am</td>
+      <td>Registration</td>
     </tr>
     <tr>
-      <td>8:30 - 8:50 am</td>
-      <td>Welcoming note</td>
-    </tr>
-    <tr>
-      <td>9:00 am</td>
-      <td>Hacking begins</td>
+      <td>9:00 - 9:30 am</td>
+      <td>Welcome Note by Olaf Groth @ Pauley Ballroom</td>
     </tr>
     <tr>
-      <td>9:00 - 9:30 am</td>
-      <td>Team mixer (optional)</td>
+      <td>9:30 am</td>
+      <td>Hacking Begins</td>
     </tr>
     <tr>
       <td>9:30 - 10:00 am</td>
-      <td>Speaker - Research & Design</td>
+      <td>Team Mixer (optional) @ West Pauley Patio</td>
     </tr>
     <tr>
-      <td>10:00 - 11:00 am</td>
-      <td>Workshop – Wireframing with Figma</td>
+      <td>10:00 - 10:45 am</td>
+      <td
+        >Use of AI & LLMs in Search and Recommendation Applications by Vespa</td
+      >
     </tr>
     <tr>
-      <td>11:00 - 12:00 pm</td>
-      <td>Workshop – Low-code development</td>
+      <td>11:00 - 11:45 am</td>
+      <td>Introduction to React by Cubstart</td>
     </tr>
     <tr>
-      <td>12:00 - 1:00 pm</td>
-      <td>Lunch break</td>
+      <td>12:00 - 12:45 pm</td>
+      <td>Prototyping & Iterative Design by Ryan MacCarrigan</td>
     </tr>
     <tr>
       <td>1:00 - 2:00 pm</td>
-      <td>Workshop – TBD</td>
+      <td>Lunch Break</td>
+    </tr>
+    <tr>
+      <td>2:00 - 3:00 pm</td>
+      <td>Wireframing with Figma by Figma Decal</td>
     </tr>
     <tr>
       <td>3:00 - 4:00 pm</td>
-      <td>Speaker – Olaf Groth @ cambrian.ai</td>
+      <td>Deep Learning for Visual Data x Social Good by ML@B</td>
     </tr>
     <tr>
-      <td>5:00 - 6:30 pm</td>
-      <td>Hackathon expo, judging begins!</td>
+      <td>4:00 - 5:00 pm</td>
+      <td
+        >My Creative Pivot: Product Design to Giving a Voice to the Users by
+        Tovah Cook</td
+      >
     </tr>
     <tr>
-      <td>6:30 - 7:00 pm</td>
-      <td>Dinner break</td>
+      <td>5:00 - 6:00 pm</td>
+      <td>Women in Tech Mixer</td>
+    </tr>
+    <tr>
+      <td>6:00 - 7:00 pm</td>
+      <td>Dinner Break</td>
+    </tr>
+    <tr>
+      <td>7:00 pm</td>
+      <td>Hacking Ends</td>
     </tr>
     <tr>
       <td>7:00 - 8:00 pm</td>
-      <td>Workshop – TBD</td>
+      <td>Judging + Hackathon Expo</td>
+    </tr>
+    <tr>
+      <td>8:00 - 8:30 pm</td>
+      <td>Closing Keynote by Tovah Cook</td>
     </tr>
     <tr>
-      <td>8:00 - 9:00 pm</td>
-      <td>Prizes + closing remarks</td>
+      <td>8:30 - 9:00 pm</td>
+      <td>Prizes + Closing Remarks</td>
     </tr>
   </table>
 </section>