Projects
A selection of things I've built — full-stack apps, ML models, and developer tools.
FX RouteDesk
FinTech Routing Tool
A multi-leg FX routing tool that ranks the top three fiat and stablecoin routes by final recipient amount, with per-leg fees, direct-route comparison, scale analysis, and provider health handling.
Live Aquaria
Full-Stack Application
AI-powered app that identifies fish species using Google's Gemini API. Includes logging, an interactive 3D aquarium with React and Three.js, and a global fishing map via the Leaflet API.
Traffic Fatality ML Model
Machine Learning
A machine learning model trained on Toronto Police's Killed and Seriously Injured dataset to predict collision fatalities with 80% recall, served through a Flask API for real-time predictions.
Email Spam Detection — NLP
Machine Learning
An NLP project that classifies text into spam or non-spam using preprocessing, TF-IDF feature extraction, and a Naive Bayes classifier with hyperparameter tuning.