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Job(ta): replace non-academic experiences with academic ones

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Murtadha 2025-03-08 06:22:20 -08:00
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\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