diff --git a/resumes/Murtadha.pdf b/resumes/Murtadha.pdf
index 98d9a15..80bb7fe 100644
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diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex
index a806727..93ba269 100644
--- a/resumes/Murtadha.tex
+++ b/resumes/Murtadha.tex
@@ -119,7 +119,17 @@
 \section{\color{blue}Relevant Work Experience}
     \resumeSubHeadingListStart
         \resumeSubheading
-            {ML Engineer - Researcher}{Jan 2024 -- Dec 2024}
+            {Teaching Assistant - ENGG*3640: Microcomputer Interfacing}{Sep 2024 -- Dec 2024}
+            {University of Guelph}{Guelph, Ontario}
+            \resumeItemListStart
+                \resumeItem {Assisted in administering labs by guiding students through hardware/software integration tasks}
+                \resumeItem {Evaluated and graded lab reports and assessments, ensuring clear feedback and fair evaluation}
+                \resumeItem {Assessed student lab demonstrations and provided constructive feedback on their implementations}
+                \resumeItem {Addressed student inquiries related to both lectures and lab work, reinforcing theoretical concepts through practical applications}
+            \resumeItemListEnd
+
+        \resumeSubheading
+            {ML Engineer - Researcher}{Jan 2024 -- Present}
             {University of Guelph}{Guelph, Ontario}
             \resumeItemListStart
                 \resumeItem {Performed latency data acquisition and thorough dataset diagnosis across diverse hardware setups, applying advanced analysis and feature engineering to identify key correlations-enabling the model to determine optimal transformer configurations for varying networks conditions}
@@ -138,15 +148,6 @@
                 \resumeItem {Deployed scalable, reliable full-stack app on AWS EC2 instances and S3 storage using Terraform for Infrastructure as Code (IaC), and Jenkins for CI/CD cloud infrastructure and automated deployment}
             \resumeItemListEnd
 
-        \resumeSubheading
-            {Information Technology Analyst}{Jul 2020 -- Dec 2020}
-            {Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
-            \resumeItemListStart
-                \resumeItem {Designed and implemented a scalable on-premise file-sharing system using Samba, eliminating email-based file exchanges}
-                \resumeItem {Configured and managed Fortinet's FortiGate firewall and VPN to ensure secure and reliable network communication, improving the team's remote workflow}
-                \resumeItem {Streamlined communication between doctors and patients by optimizing the 3CX PBX phone system's answering machine workflow, reducing patients' on-phone waiting times by 30\%}
-                \resumeItem {Led a comprehensive network infrastructure upgrade, focusing on hardware improvements including network switches, storage servers, and computer hardware, achieving 45\% budget savings while modernizing systems to meet organizational performance and security standards}
-            \resumeItemListEnd
 
     \resumeSubHeadingListEnd