Update Resume and Coverletter for Coinbase application
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% \resumeItemListEnd
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% \vspace{-8pt}
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%-----------EDUCATION-----------
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\section{\color{blue}Education}
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\resumeSubHeadingListStart
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\resumeSubheading
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{University of Guelph | MASc.}{Sep 2023 -- Aug 2025}
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{Masters of Applied Science in Computer Engineering}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem{Focus Area: Machine Learning, Embedded Systems, Edge-Cloud computing, Core Networks}
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\resumeItem{Research Topic: Developing efficient algorithms for edge-cloud computing networks}
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\resumeItemListEnd
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\resumeSubheading
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{University of Guelph | BEng.}{Sep 2019 -- May 2023}
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{Bachelor of Engineering: Major in Computer Engineering, Minor in Computer Science}{Guelph, Ontario}
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\resumeSubHeadingListEnd
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\vspace{-8pt}
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\section{\color{blue}Relevant Work Experience}
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\resumeSubHeadingListStart
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\resumeSubheading
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{Graduate Research Assistant}{Jan 2023 -- Ongoing}
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{Graduate Researcher}{Jan 2024 -- Dec 2024}
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{University of Guelph}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem {Designed and developed AI-driven infrastructure, reducing edge-to-cloud latency by up to 30\%}
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\resumeItem {Implemented transformer-based models to enhance data relevance and network efficiency}
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\resumeItem {Conducted thorough research on emerging trends in AI software and hardware infrastructure}
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\resumeItem {Prepared detailed documentation of methodologies and findings; presented results to stakeholders}
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\resumeItem {Published research in IEEE CCECE 2024}
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\resumeItem {Conducted research on the application of transformer-based models for semantic data transmission in end-to-end (E2E) communications}
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\resumeItem {Developed and trained models using PyTorch to enhance the efficiency and reliability of data transmission}
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\resumeItem {Published findings in CCECE 2024, presenting results that showed an improvement in data transmission latencies}
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\resumeItemListEnd
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\resumeSubheading
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{Undergraduate Research Assistant \& Software Developer}{Oct 2022 -- Oct 2023}
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{University of Guelph - Robotics Institute}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem {Developed and optimized circuitry and code for automated door control logic board}
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\resumeItem {Enhanced mobile app communication using React Native for iOS and Android}
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% \resumeItem {Collaborated with hardware engineers, software developers, and data scientists to integrate ideas with existing AI projects}
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\resumeItem {Developed ROS libraries in Python and C++ for a feeding robot system}
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\resumeItem {Migrated Python system to ROS, optimizing node interactions and data flow}
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\resumeItemListEnd
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\resumeItem {Developed and optimized circuitry and code for automated door control logic board}
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\resumeItem {Assisted in improving and maintaining a mobile app developed in React Native for iOS and Android}
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\resumeItem {Deployed application using AWS services (EC2 \& S3) and managed PostgreSQL database for research survey data}
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\resumeItem {Developed ROS libraries in Python and C++ for a robot feeding system targeted for the elderly}
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\resumeItemListEnd
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\resumeSubheading
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\resumeSubheading
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{Information Technology Analyst}{Jul 2020 -- Oct 2020}
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{Kitchener Downtown Community Health Center - SRHC}{Kitchener, Ontario}
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{Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
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\resumeItemListStart
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\resumeItem {Devised a call scheduling scheme reducing patient waiting times by 30\%}
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\resumeItem {Implemented a self-devised equipment upgrade plan, saving 45\% of a \$10,000 budget}
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\resumeItem {Administered and maintained Linux and Windows servers, ensuring 99.9\% uptime}
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\resumeItem {Configured and maintained secure VPNs using Fortigate firewall}
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\resumeItem {Worked with a tight budget for equipment upgrades, saving 45\% of a \$10,000 budget}
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\resumeItem {Streamlined communication between doctors and patients, reducing patient waiting times by 30\%}
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\resumeItem {Maintained existing OSCAR McMaster EMR system and migrated to the new TELUS healthcare infrastructure}
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\resumeItem {Configured and maintained secure remote working environments using Firewall solutions}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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%-----------PROJECTS-----------
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\section{\color{blue}Projects}
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\resumeSubHeadingListStart
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\resumeProjectHeading
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{\textbf{\color{black}Homelab with Self-Hosted Services} $|$ \color{blue}\emph{Git, Docker, Linux}}{}
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{\textbf{\color{black}Transformer-based Semantic Data Transmission} $|$ \color{blue}\emph{Git, PyTorch, KD-SDK, C, Python}}{}
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\resumeItemListStart
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\resumeItem{Configured and maintained a homelab with self-hosted services including Nextcloud for file storage, Immich for photo management, a Git server for version control, and two game servers}
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\resumeItem{Deployed each service in isolated Docker containers, ensuring resource efficiency, automated backups, and secure network protocols}
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\resumeItem{Explored the use of transformer-based models for semantic communications in E2E networks. Developed and trained models using PyTorch and demonstrated practical implementation on Xilinx KD-240 and KD-260 SoC boards}
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\resumeItem{Achieved 20\% lower latencies, highlighting the potential of transformer models in improving data transmission quality and efficiency in communication systems}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}Homelab with Self-Hosted Services} $|$ \color{blue}\emph{Git, Docker, Linux, Kubernetes, PostgreSQL, React, HTML, JS}}{}
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\resumeItemListStart
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\resumeItem{Managed and maintained a wide variety of applications deployed in Docker containers, ensuring efficient resource utilization and isolation}
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\resumeItem{Incorporated load distribution methods using Kubernetes to balance workloads and enhance application availability and scalability}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}Dynamic Noise Cancelling with RL} $|$ \color{blue} \emph{Python, PyTorch}}{}
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@ -181,10 +170,10 @@
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}Text-to-Braille Real-Time Converter} $|$ \color{blue} \emph{Python, Git, Eagle, Jira}}{}
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{\textbf{\color{black}Text-to-Braille Real-Time Converter} $|$ \color{blue} \emph{Python, Git, Eagle}}{}
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\resumeItemListStart
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\resumeItem{Led a team to develop a real-time text-to-braille converter, implementing a modular architecture for improved flexibility}
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\resumeItem{Collaborated with an NPO to deliver the solution with a budget-friendly building cost of \$250 CAD}
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\resumeItem{Powered by a Raspberry Pi, the device performs complex operations including extracting text from images captured by a camera module integrated at the bottom of the device}
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\resumeItem{Designed and developed a braille-display for deaf-blind individuals, addressing various technical aspects and ensuring the system is accessible and exceeds user expectations}
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\resumeItemListEnd
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% \resumeProjectHeading
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@ -210,15 +199,30 @@
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\resumeSubHeadingListEnd
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\vspace{-8pt}
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%---------Publications---------
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\section{\color{blue}Publications}
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\resumeSubHeadingListStart
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\resumeSubheading
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{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
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{Published @ IEEE CCECE (Aug 2024)}{}
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\resumeItemListStart
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\resumeItem {Developed semantic communication techniques, reducing edge-to-cloud latency by up to 30\%}
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\resumeItem {Implemented transformer-based models to enhance data relevance and network efficiency}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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%-----------EDUCATION-----------
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\section{\color{blue}Education}
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\resumeSubHeadingListStart
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\resumeSubheading
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{University of Guelph | MASc.}{Sep 2023 -- Aug 2025}
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{Masters of Applied Science in Computer Engineering}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem{Research Focus: Exploring and incorporating transformer-based models for semantic data transmission in end-to-end (E2E) communications}
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\resumeItemListEnd
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\resumeSubheading
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{University of Guelph | BEng.}{Sep 2019 -- May 2023}
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{Bachelor of Engineering: Major in Computer Engineering, Minor in Computer Science}{Guelph, Ontario}
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\resumeSubHeadingListEnd
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\vspace{-8pt}
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% %---------Publications---------
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% \section{\color{blue}Publications}
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% \resumeSubHeadingListStart
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% \resumeSubheading
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% {Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
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% {Published @ IEEE CCECE (Aug 2024)}{}
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% \resumeItemListStart
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% \resumeItem {Developed semantic communication techniques, reducing edge-to-cloud latency by up to 30\%, and implemented transformer-based models to enhance data relevance and transmission efficiency}
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% % \resumeItem {Implemented transformer-based models to enhance data relevance and network efficiency}
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% \resumeItemListEnd
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% \resumeSubHeadingListEnd
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\end{document}
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