A full Go-playing AI integrating a dual-head CNN with residual blocks and Monte Carlo Tree Search (MCTS), inspired by AlphaGo. Includes a complete Go engine with rules validation, including ko rule and capture detection, and a CLI for playing against the trained AI.

A deepfake detection tool that helps users spot AI-generated content before it spreads and find if their identity has been compromised. Utilizes Gemini API to analyze images and text, and BeautifulSoup to scrape social media content. Built in 36 hours for TechNova 2025 & placed 3rd overall.

SucroSoil synthesizes biodegradable hydrogels from sugarcane bagasse to improve soil health. Using Bayesian regression to model compound ratios which achieved 94% accuracy in optimizing hydrogel performance; secured $30K+ funding from Emergent Ventures and other firms to support R&D.

ConnectED is a platform that helps FGLI (First-Generation Low-Income) students access higher education resources. Designed a Tinder-style scholarship feed with personalized recommendations in Figma, a financial aid calculator, and a mentor matching system using NLP.

Flux is an autonomous drone system designed to detect methane leaks from abandoned oil wells. Equipped with methane sensors, infrared cameras, GPS, and LiDAR, each drone scans remote areas and uses ML to analyze leaks to prioritize high-risk wells based on location, age, and nearby emissions. Placed Top 7 @ Moonshot Pirates Climate Challenge.

SeaBloom is a coral reef monitoring system that uses CNNs to classify bleached vs unbleached coral from images with 98% accuracy. The model uses PyTorch and image transformations (ex: grayscale conversion, colour jittering, resizing) to improve the training process. Placed Top 10 @ NFTE World Series of Innovation BMO Challenge.