I build full-stack software applications and AI-powered systems, and I care deeply about clean architecture, great UX, and shipping things that actually work. Interested in AI/ML, research, software engineer/development (swe), AI Forward Deployed Engineer, AI Software Developer, UI/UX or product. I code everyday. 2026 multi-Hackathon Winner.
- DeerHacks V Winner with LOCATR, a multi-agent location intelligence system
- Hack the Globe 2026 Finalist with Canopy, a continuous remote care platform
- Built the UTM Billiards Club website with Next.js, Elo rankings, AI chatbot, and a browser-based pool game
- Exploring automation (efficiency), multi-agent AI orchestration, cloud ML pipelines, developer tooling, agentic workflows, and LLM-powered systems
Languages
Frameworks, Libraries & Backend
AI, Agents & LLM Tooling
Databases, Cloud & DevOps
Tools, IDEs & Design
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Epidemic Simulator with a RAG LLM Explainer IBM x UNSA Two-Track Winner | Team of 5 Vectorized SEIR plus Monte Carlo engine paired with a fault-tolerant RAG LLM explainer (IBM Granite, Claude, deterministic template fallback) on IBM Cloud. Won two tracks against 600+ participants from a 10,000+ applicant pool, backed by 104 automated tests on CI/CD.
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AI Feasibility Consultant for Short-Term Rentals Hack the 6ix 2026 - MLH Best Use of Gemini API | Team of 3 Drop a hotel or homestay onto a real Toronto parcel, stress-test it against five extreme-weather weekends, and get an investor-grade memo from a six-specialist Gemini agent briefing. Deterministic simulation over 63 source-linked benchmark constants and 60+ pytest cases. Live demo
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Agentic Spatial Intelligence Platform DeerHacks V 2026 Winner | Team of 4 Six LangGraph agents turn natural-language requests into a live Mapbox shortlist, streaming agent state over WebSockets. Asyncio fan-out cut pipeline latency from ~9s to under 3s; Auth0 CIBA gates real Gmail bookings behind a secure mobile push. 1 of 9 prizes across 164 participants.
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Continuous Remote-Care Platform Hack the Globe 2026 - Finalist, Health & Humanity Top 2 | Team of 4 Remote care for elderly patients across three linked surfaces: a voice-AI "garden" check-in, a family dashboard, and a clinical dashboard with 0-100 risk stratification. A LangGraph pipeline turns daily signals into early-warning alerts. Live demo
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Full-Stack Club Platform Lead developer, club tech lead Official site for a 320+ member club: Elo rankings, a tournament bracket generator, a TF-IDF FAQ chatbot, an in-browser 8-ball game with physics, and a Google-Sheets-backed pipeline so execs update rankings without touching code.
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Human-in-the-Loop AI Insurance Claims Solo engineer Provider-pluggable LLM extraction (Claude with Gemini fallback), per-claimant ChromaDB RAG, and a fine-tuned EfficientNet-B0 imaging classifier at 94.2% accuracy (ECE 0.016) on 15,000 images. 253-test suite and a hash-chained audit log over every model call.
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Multi-Agent Billing Fraud Detection Built at GenAI Genesis 2026 | Team of 4 A 14-agent LangGraph pipeline across five layers cross-checks uploaded dental receipts against the Ontario Dental Association fee guide and surfaces unused benefits. 21,000+ lines, 26 Playwright E2E tests, and a YAML-driven policy layer that keeps fraud scoring auditable.
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Immersive React Three Fiber Portfolio Designer and developer (solo) A procedural tropical beach that fades from golden hour into a starry night, with custom GLSL sky and ocean under a Liquid Glass interface. Lighthouse desktop: 99 Performance, 100 Accessibility, 100 SEO, with an adaptive quality ladder holding 60 fps at rest.
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University of Toronto Honours Bachelors Degree
Philip Pocock Catholic Secondary School OSSD - Specialist High Skills Major: Computer Science | Extended French (Gr. 4-12)
