diff --git a/resume.tex b/resume.tex
index ab141da..2a529ae 100644
--- a/resume.tex
+++ b/resume.tex
@@ -91,16 +91,29 @@
 \section{Experience}
   \resumeSubHeadingListStart
 
+    \resumeSubheading
+      {Inflection AI}
+      {Member of Technical Staff}{January 2024 - Present}
+      \resumeItemListStart
+        \resumeItemNoBold {Pushing the limits of scale to create a personal AI for everyone. \underline{\href{https://inflection.ai/careers}{Come run with us!}}}
+      \resumeItemListEnd
+
+    \resumeSubheading
+      {Cohere AI (Remote)}
+      {Member of Technical Staff}{May 2023 - January 2024}
+      \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
       {Color Health (Remote)}
-      {Staff Software Engineer - Tools and Infrastructure}{January 2021 - Present}
+      {Staff Software Engineer - Tools and Infrastructure}{January 2021 - May 2023}
       \resumeItemListStart
-        \resumeItemNoBold {Leading technical implementation for shifting to containers off of pets / sticky application infrastructure}
-        \resumeItemNoBold {Mentoring engineers across organization for customer facing API design, scalable architecture, and much more}
-        \resumeItemNoBold {Driving scalability improvements increase capable QPS throughput from \textless50 QPS to \textgreater1000 QPS}
-        \resumeItemNoBold {Integrating tracing and profiling across Python / Django applications to reduce latency by upwards of 80\%}
-        \resumeItemNoBold {Triple our rate of production deployments through data driven deployment tracking}
-        \resumeItemNoBold {Incrementally re-paving manually provisioned infrastructure with GitOps self service based infrastructure as code}
+        \resumeItemNoBold {Lead technical implementation for shifting to containers off of pets / sticky application infrastructure}
+        \resumeItemNoBold {Integrated tracing and profiling across Python applications leading to to reduced latency by upwards of 80\%}
+        \resumeItemNoBold {Re-paved manually provisioned infrastructure with GitOps self service based infrastructure as code}
       \resumeItemListEnd
 
     \resumeSubheading
@@ -109,9 +122,7 @@ \section{Experience}
       \resumeItemListStart
         \resumeItemNoBold {Lowered AWS cost by 6 digits monthly by improving applications to use spot instances with zero downtime}
         \resumeItemNoBold {Developed internal GitOps Kubernetes PaaS for self service and auditable infrastructure to over 70 developers}
-        \resumeItemNoBold {Integrated fully automated CI / CD pipelines to reduce manual deploy time from hours to single digit minutes}
         \resumeItemNoBold {Owned performance testing and deployment of Golang services to support \textgreater10k QPS and \textgreater1Tbps of traffic}
-        \resumeItemNoBold {Re-implemented VOD asset delivery to scale from \textless10 to \textgreater100 live streams and from \textgreater2h to \textless60s}
       \resumeItemListEnd
     \resumeSubheading
       {Conga}
@@ -120,14 +131,12 @@ \section{Experience}
       \resumeItemListStart
         \resumeItemNoBold {Led full-stack development, and launch of new product for ML inferences on contracts (Conga AI Analyze)}
         \resumeItemNoBold {Administered TeamCity server and championed company wide adoption of CI / CD best practices}
-        \resumeItemNoBold {Converted manual deployment to automated TeamCity + Spinnaker deployment, saving hours per deployment}
       \resumeItemListEnd
 
     \resumeSubheading
       {FullContact Inc}
       {Software Engineer II - Data Platform}{July 2017 - January 2018}
       \resumeItemListStart
-        \resumeItemNoBold {Migrated microservices architecture from Amazon ASGs to Docker + Kubernetes}
         \resumeItemNoBold {Designed, trained, and deployed a text classifier for determining the organization and department for a job title}
         \resumeItemNoBold {Implemented Schema.org support in data scraping pipeline, resulting in 14\% lift in data extracted from websites}
       \resumeItemListEnd
@@ -154,18 +163,13 @@ \section{Experience}
       2013 - December 2015}
       \resumeItemListStart
         \resumeItemNoBold{Wrote perl / MSSQL / HTML5 / CSS3 responsive site to render class schedules}
-        \resumeItemNoBold{Researched reverse proxy implementations for NSF funded CS / Psychology joint research involving phishing}
       \resumeItemListEnd
 
     \resumeSubheading
       {Northrop Grumman Corporation}
       {Software Engineer Intern}{Summers of (2011 - 2013)}
       \resumeItemListStart
-        \resumeItemNoBold{(2013) Wrote Java / JavaFX plug-ins for real time
-        histogram and scatter plots for multi-source UAV sensor data}
-        \resumeItemNoBold{(2012) Integrated nmap and metasploit into C\# tool for one click reverse shell access}
-        \resumeItemNoBold{(2011) Created C\# tool to traverse Twitter user
-        graphs for calculating centrality of users}
+        \resumeItemNoBold{Various summer internship projects working on unclassified cybersecurity related tools}
       \resumeItemListEnd
   \resumeSubHeadingListEnd
 
@@ -177,7 +181,6 @@ \section{Projects}
       \resumeItemListStart
         \resumeItemNoBold{Been featured on the Wall Street Journal, Colorado Sun, Denver 7, Denver 9News, more}
         \resumeItemNoBold{Used by Microsoft, Docker, GitHub, MGM Resorts, Tidal Music}
-        \resumeItemNoBold{Have collected hundreds of aggregated stars on GitHub}
       \resumeItemListEnd
   \resumeSubHeadingListEnd
 \end{document}