diff --git a/resume.tex b/resume.tex
index 2a529ae..0fa88b5 100644
--- a/resume.tex
+++ b/resume.tex
@@ -91,11 +91,18 @@
 \section{Experience}
   \resumeSubHeadingListStart
 
+    \resumeSubheading
+      {Microsoft AI}
+      {Member of Technical Staff}{March 2024 - Present}
+      \resumeItemListStart
+        \resumeItemNoBold {Leading technical transition for subset of LLM pretraining infrastructure and assets from Inflection AI}
+      \resumeItemListEnd
+
     \resumeSubheading
       {Inflection AI}
-      {Member of Technical Staff}{January 2024 - Present}
+      {Member of Technical Staff}{January 2024 - March 2024}
       \resumeItemListStart
-        \resumeItemNoBold {Pushing the limits of scale to create a personal AI for everyone. \underline{\href{https://inflection.ai/careers}{Come run with us!}}}
+        \resumeItemNoBold {Kubernetes cluster administration and debugging for LLM pretraining and inference use cases}
       \resumeItemListEnd
 
     \resumeSubheading
@@ -104,7 +111,6 @@ \section{Experience}
       \resumeItemListStart
         \resumeItemNoBold {Contributed improvements for managing GPU compute for LLM inference in capacity constrainted environments}
         \resumeItemNoBold {Added multi-node supercomputing scale GPU support for LLM training pipeline code}
-        \resumeItemNoBold {Lead research for provisioning TOP500 scale supercomputing cluster for LLM training}
       \resumeItemListEnd
 
     \resumeSubheading