Projects

Sep 2025 to Present

Smart Sensing Seating System (Seets)

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

Jul 2026 to Present

Smart Flood Detection System

ESP32 C3 Mini based IoT flood detection system built after repeated basement flooding. It monitors water level in real time, triggers an independent local buzzer and LED alarm, sends Telegram alerts over WiFi, and logs recent events for serial review.

Completed prototype deployed live in a basement for early flood detection

Jan 2026 to May 2026

Mini Tensor Engine

C++ machine learning inference engine built to understand how low-level performance choices affect model speed on a CPU. The project compares different optimization strategies and backs each performance claim with measured benchmarks.

Made large matrix multiplication 3.37x faster through CPU-focused optimization

Aug 2025 to Dec 2025

Adaptive Market Regime Framework

Quantitative trading research platform built to study how market conditions change over time and how strategies can adapt to them. It combines market signal analysis, portfolio allocation logic, automated position sizing, and a React dashboard for exploring results.

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.

Leverages the power of quantum computers in ways classical computers cannot

May 2025 to Sep 2025

Sports Strategy Engine

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.

Real-time caddy that helps choose the smartest shot strategy

Jan 2025 to May 2025

Real-Time Trading System

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.

Analyze S&P 500 stocks and get recommended trades on demand

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.

Used AI to solve the little games we all love

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.

Built usable AI automations that connect to real tools and make everyday tasks easier

Sep 2023 to Dec 2023

ParaPicture Solutions

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

Used by a client entering photography school to support independent image capture

Jan 2023 to Apr 2023

1Chat4You

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

Application developed for Ottawa Community Housing

Sep 2022 to Dec 2022

CircuitFlow

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.

My first project, built to run circuit analysis directly in the browser