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LlamzonAmazon/README.md

🕺 Hi! I'm Thomas.

🚀 Computer Science Student at Western University, interested in cybersecurity and cloud engineering.


🔭 What I'm doing

🌎 PlanCatalyst Global Development Data Dashboard

My main project right now is building an interactive web-dashboard (GitHub) for PlanCatalyst, an international non-profit, that forecasts country development with regression modelling on public development indicator data. I'm building my skills with ML tools/frameworks and Cloud Computing Platforms (Azure) with this project.

🛜 Optimizing Federated Learning Networks for IoT Health Devices

I am also completing my thesis, titled: Asynchronous Weight-Updating Federated Learning Networks for Improved Communication Efficiency in IoT Health Devices

📡 Part-Time Cybersecurity Analyst (SOC)

I'm in in the cybersecurity field as an analyst, and I'm looking to bridge this experience with my skills in software development and passion for cloud systems.

🤖 Western AI – Vice President of Projects

I am also involved in Western's largest tech club where I oversee four distinct ML project teams each respectively led by a Project Manager. The projects include:

  • Shotgun Guardian (GitHub) – Driver Drowsiness Detector with OpenCV,YOLOv8n, and PyTorch
  • ClipFarm (GitHub) – Short-form Video Virality Analyzer with CLIP, OpenL3, and PyTorch
  • Affordcast (GitHub) – Toronto Condo-Affordability Forecaster with XGBoost, LightGBM, and scikit-learn
  • CodeBuster (GitHub) – Code-similarity Detector with CodeBERT and scikit-learn

🌐 Connect With Me

Portfolio LinkedIn

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  1. asynchronous-fl asynchronous-fl Public

    Codebase for my thesis: Asynchronous Weight-Updating Federated Learning Networks for Improved Communication Efficiency in IoT Health Devices

  2. PC-Data-Dash PC-Data-Dash Public

    An interactive dashboard for PlanCatalyst’s redesigned website forecasting country-level development.

    Python 4

  3. TSITeam4/t4-frontend TSITeam4/t4-frontend Public

    JavaScript 1 2

  4. CalThompson9/rheumAI CalThompson9/rheumAI Public

    C++ 3

  5. tl-portfolio tl-portfolio Public

    My personal website.

    JavaScript 1

  6. Minesweeper Minesweeper Public

    A C++ (Qt) remake of the 90's game Minesweeper.

    C++