Ethan Hu

Work

Selected highlights

Companies I've worked with

TigerGraph
Amino Capital
Protégé
Stanford

Projects

Computer Vision2024

Basketball Analytics App

A computer vision pipeline that turns raw game footage into shot and player analytics. Uses YOLO for player and ball detection, Canny edge detection for court line extraction, and homographic transformations to map the action onto a top-down court view.

YOLOCanny Edge DetectionHomographic Transformations
Computer Vision / ML2024

MOBA Player Detector

A real-time player and minimap detection model trained on League of Legends gameplay. Combines YOLO-based object detection with an augmented data generation pipeline to boost accuracy across champions, skins, and game states.

YOLOAugmented Data Generation
Full-Stack / Mobile2023

Bookmark

A social media app for sharing what you're reading. Built with React Native and Expo on the front end, backed by Supabase/Postgres for auth, storage, and real-time data.

React NativeSupabase/PostgresExpo