Things I build for my own use, with friends, or because its an interesting problem worth understanding.
Products and experiments still changing as I use them, test them, and learn what the problem actually needs.
Personal product Active
Photo-assisted inventory with a human review step
A self-hostable household inventory app that turns photos into reviewable item proposals. A two-pass Gemini pipeline identifies objects and extracts metadata; users can correct, accept, or reject the results, then find their belongings through full-text and fuzzy search.
In the lab Active
Race data, athlete prediction, and coach-facing meet analysis
A cross-country analytics suite built with a coach: Athletic.net ingestion, individual 5K time prediction, team-scoring simulation, and a meet-field explorer. The implemented tools sit alongside a newer research model focused on race ranking and uncertainty.
Selected school and research projects that still capture a useful technical question or turning point.
Archive · 2022 Completed
Parallel Contrast Limited Adaptive Histogram Equalization
A real-time CUDA implementation of CLAHE for underwater robotic vision, built to run image preprocessing on constrained GPU resources.
Archive · 2021 Completed
Inferring emojis from meaning and sentiment
An NLP model that recommends sentiment-relevant emojis from input sentences using DistilBERT embeddings and a two-layer bidirectional LSTM.
Archive · 2022 Completed
A computer-vision pipeline for improving object detection in murky underwater environments.