Projects

AI-powered technical ramp-up copilot that maps a company's code, docs, projects, decisions, and people so new engineers can become productive faster. It turns scattered organizational knowledge into personalized technical mentorship.

IoT smart seating startup product for real-time occupancy tracking and space utilization insights. Piloted at the University of Ottawa Heart Institute as the first live institutional deployment.

Live pilot deployment at the University of Ottawa Heart Institute

C++ inference runtime built to study how tensor layout, matmul kernel design, SIMD, cache locality, threading, and int8 quantization affect CPU inference latency. Every performance claim is backed by measured benchmarks, not intuition.

3.37x speedup over naive baseline at 1024³ matmul via cache-friendly transpose

Research-grade quantitative trading system detecting market regimes via Hidden Markov Models, blending alpha signals with SPY through a regime-aware allocation policy, backed by a reinforcement learning position-sizing agent and a full React product dashboard.

1.09 Sharpe ratio vs. 0.95 for SPY

Python desktop quiz game combining adaptive math practice with quantum-random question selection using Qiskit. An Elo-style rating system adjusts difficulty while quantum circuits drive category and question randomness. Built for the 2025 Qiskit Hackathon.

Full-stack golf decision-analysis platform modeling shot strategy under uncertainty with a Monte Carlo simulation engine and a visual SVG hole editor for defining players, hole geometry, and hazards.

Risk-adjusted strategy ranking with probability breakdowns and expected-stroke comparisons

Full-stack trading platform ingesting live market data and generating explainable BUY/HOLD/SELL recommendations through a signal-processing layer computing momentum, trend, volatility, and volume indicators.

Collection of classical AI systems built from first principles, including a minimax Checkers AI, a Q-learning Nim agent, a constraint-satisfaction Crossword solver, a Minesweeper inference engine, and a PageRank simulation. The collection emphasizes algorithmic thinking over high-level library abstraction.

Collection of AI agent automations built in n8n connecting LLMs to real business tools, including appointment scheduling, lead research, LinkedIn content drafting, RAG-based document Q&A, and weather alerts. The project bridges AI from chat to real action.

Flexible arm system enabling individuals with limited mobility to independently capture photographs using a diverse range of photographic tools.

Application streamlining communication between landlords and tenants, providing a secure environment for real-time messaging, document sharing, and essential updates.

Browser-based circuit simulation platform combining a SPICE-like netlist workflow with an interactive schematic editor, running DC, AC, and transient analysis directly in the browser via matrix-based nodal analysis.