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About Me
Resume
Mine- sweeper
Solitaire
Contacts
Message
Updates
MS Paint
Sticky Notes
My Documents
Trophy Case
Clock & Calendar
Screensaver
Shut Down...
Click anywhere or press any key to dismiss
► Latest at top • scroll for history
Version Log
Major updates!
UI Overhaul
- feat Committed fully to the Windows 98 aesthetic. Added a real taskbar, draggable + resizable windows, icon grid-snapping, and a working Start Menu.
- feat Finally added a proper research section since my work is ramping up. Two papers in progress. Rebuilt the skills tab as a
tree-viewand merged the devlog here.
- feat Added new music player with seek bar, album art, and scroll marquees
- ui Updated western webring styling
- copy Updated resume and Work Showcase information
- ui Updated background visuals and featured project tags
- feat New Windows 98 environment: taskbar, draggable windows, selection area
- ui Restructured homepage to fit the Windows 98 theme
- refac Major improvement to website UI/UX functionality
- Updated accuracy of the projects section
- Revamped featured projects; updated GitHub and Live Site links
- Added Minesweeper to auto-start on load
- Western Webring is now public!
- Added favicon icon and updated resume
- Updated Featured Projects contents
- Updated About Me and Contacts info
- Added Clippy blinkie (Join the fight!)
- Hosting my blinkies!
- Added custom website banner
- Improved Work Showcase tabs logic
- v0.1.0 — WE'RE LIVE!
- v0.1.1 — Minor bug fix and fixed links
- Made UI/UX more consistent and cleaned up CSS
- Added work experience, projects, skills window, and visitor flag counter
- Added Resume, Contacts, and About Me
- Added 98.css, Windows XP/98 environment, apps, cbox, etc.
- Created index.html
You've reached the end of the road!
Hi, I'm Jacob! Welcome to my corner of the World Wide Web! I'm a Computer Science student specializing in Artificial Intelligence and Machine Learning.
I love 90s-inspired technology and exploring the charm of old internet culture. This portfolio is a tribute to that nostalgic era.
Hey, thanks for stopping by and I'd love to hear from you! Whether you're here to talk about AI/ML, geek out over retro 90s technology or just saying hello on the message board, my digital door is always open.
Feel free to reach out via the links below for collaborations, questions or general inquiries.
Academic Excellence
Dean's List '24
Dean's List '25
Admission Scholarship
Research & Conferences
AISSH Poster '26
Paper (Under Review)
Hackathons & Competitions
Concordia
UofT Hacks
Hack Western
WSH '26
Work Showcase
Select a project to view details
Undergraduate Research Intern Research Internship
Western University, Dept. of CS · London, ON
May 2026 – Aug 2026
- Leading an AI-for-science research project on a generator-agnostic statistical audit that decides when a machine-learning–proposed correction to an established scientific law reflects genuine, transportable structure rather than a regime-specific shortcut or over-flexible curve fit.
- Designed and ran large-scale synthetic stress tests with known ground-truth verdicts to calibrate and validate the audit's decision thresholds, and applied it to real recovery and rejection cases across the physical, life, and economic sciences.
- Authoring the manuscript's technical appendices — mathematical justification for the selection and validation choices and full reproducibility details — and helped reframe domain-specific results into a single method-focused contribution. (Manuscript under review; details kept high-level during blind review.)
AI/ML Research Assistant Research
Western University, Dept. of CS · London, ON
Sept 2025 – Apr 2025
- Designed and generated 5 finance-related synthetic datasets with known causal ground truth, enhancing the ability to evaluate the robustness of Explainable AI (XAI) methods under complex real-world scenarios.
- Conducted controlled experiments on synthetic data to assess robustness of XAI techniques under non-normal and skewed output distributions.
- Implemented a model-agnostic, non-parametric Stat-XAI framework that enables interpretable & statistically valid explanations of ML models, even with severe violations of normality. Targeting an IEEE publication.
Software Engineer Industry
Krebs Bay Road Chiropractic · London, ON
Jun 2025 – Aug 2025
- Led the design, development and deployment of a responsive clinic website with React, Next.js, and TypeScript, resulting in a 90% increase in CTR.
- Designed user-friendly UI/UX flows in Figma, ensuring 99% mobile and desktop compatibility, and deployed seamlessly via Vercel for fast loading and responsive performance.
- Optimized IT systems, reducing startup time by 30% through strategic software updates, cache clearing, and driver updates leading to smoother day-to-day operations.
Jacob Lee
CS Undergrad · AI/ML Specialist · Western University
CS Undergrad · AI/ML Specialist · Western University
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Languages
- Python
- C & C++
- JavaScript & TypeScript
- SQL · LaTeX · HTML / CSS
-
ML & AI
- NumPy · Pandas · Scikit-learn
- PyTorch · HuggingFace Transformers
- ElasticNet / OLS · XAI Methods
- Statistical Testing & Causal Inference
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Frameworks & Tools
- React · Next.js · Qt
- OpenGL · ROCm / HIP
- Git · Linux · Figma · Vercel
| Award | Issuer | Year | Category |
|---|---|---|---|
| Scholarships | |||
| Western Admission Scholarship — $2,500 | Western University | 2023 | Scholarship |
| Academic Honors | |||
| Dean's Honor List | Western University | 2024–25 | Academic |
| Dean's Honor List | Western University | 2025–26 | Academic |
| Conferences | |||
| Aligning AI for Safety, Sustainability & Humanity | Western × Waterloo | 2026 | Conference |
| Hackathons | |||
| Concordia University Hackathon | Concordia University | 2026 | Hackathon |
| University of Toronto Hacks | University of Toronto | 2026 | Hackathon |
| Hack Western | Western University | 2026 | Hackathon |
| Western Stupid Hackathon | Western University | 2026 | Hackathon |