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refactor: refactor IT job experience, and replaced leveraging in ML Engineer job experience

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Murtadha 2025-01-13 15:20:10 -05:00
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\resumeItem {Collected latency data from diverse hardware setups and performed feature engineering to identify optimal correlations, enhancing model performance in varying network conditions} \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 {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 {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 \resumeItemListEnd
\resumeSubheading \resumeSubheading
@ -160,7 +160,8 @@
{Information Technology Analyst}{Jul 2020 -- Dec 2020} {Information Technology Analyst}{Jul 2020 -- Dec 2020}
{Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario} {Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
\resumeItemListStart \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 {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} \resumeItem {Led a comprehensive network infrastructure upgrade, achieving 45\% budget savings while modernizing systems to meet organizational performance and security standards}
\resumeItemListEnd \resumeItemListEnd