CS & Business Student · I build things. Sometimes they work.
Ask me anything about these. I'll answer everything.
A backend system that parses drug insurance policy documents and surfaces coverage information for patients and consultants. Built with Gemini API and Supabase at Innovation Hacks 2.0 in 48 hours.
A time-series regression model predicting next-day stock returns on 20-day sequences across 9 engineered features. Custom loss function combining MSE with a directional penalty. Achieved 55% directional accuracy with leakage-free time-series cross-validation.
Implementing a decoder-only transformer language model from first principles in PyTorch. Covers embeddings, multi-head self-attention, feedforward blocks, and layer normalization. In progress.
The tools are changing faster than the curriculum. These are what happened when I stopped asking permission to use them. My professors haven't seen this page.
A full-stack inventory and order management system for a UK e-commerce business selling across Amazon, eBay, and Shopify. They wanted to stay anonymous. We respect that.
An AR whiteboard controlled entirely by hand gestures. No headset, no hardware — just a webcam, MediaPipe, and a concerning amount of time spent on pinch hysteresis.
A full-stack 3D globe with real-time news, weather, and webcam feeds layered on top. React frontend, Node.js backend, more APIs than I'd like to admit.
A web app for real-time object detection on images and videos. Configurable model sizes, adjustable confidence thresholds.
"There's money at the border. Most people walk past it. We don't."