diff --git a/resumes/Murtadha.pdf b/resumes/Murtadha.pdf
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Binary files a/resumes/Murtadha.pdf and b/resumes/Murtadha.pdf differ
diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex
index 55c6d17..fb42600 100644
--- a/resumes/Murtadha.tex
+++ b/resumes/Murtadha.tex
@@ -143,7 +143,7 @@
                 \resumeItem {Collected latency data from diverse hardware setups and performed feature engineering to identify optimal correlations, enhancing model performance in varying network conditions}
                 \resumeItem {Designed, implemented, and trained an adaptive model extension to the existing semantic communication transformer, improving real-time responses to network bandwidth fluctuations while maintaining at least 96\% accuracy}
                 \resumeItem {Pioneered deployable transformer-based models for semantic data transmission, achieving 29\% lower latencies in end-to-end communications specifically 30x reduction in network bandwidth utilization}
-                \resumeItem {Deployed existing PyTorch-based implementations onto Kira SoCs using Vitis AI™, leveraging hardware acceleration}
+                \resumeItem {Deployed existing PyTorch-based implementations onto Kira SoCs using Vitis AI™, to leverage SoC's hardware acceleration}
             \resumeItemListEnd
 
         \resumeSubheading
@@ -160,7 +160,8 @@
             {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, and managed Fortinet's FortiGate firewall and VPN for secure network access}
+                \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 reliabel 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 patient's on-phone waiting times by 30\%}
                 \resumeItem {Led a comprehensive network infrastructure upgrade, achieving 45\% budget savings while modernizing systems to meet organizational performance and security standards}
             \resumeItemListEnd