Hi, I'm Artie Humphreys, a third-year student at the University of Virginia, double-majoring in Computer Science and Mathematics. I'm passionate about using computer science to drive innovation and create solutions across different fields, such as finance, sports science, and technology.
A script that converts player positional data to a multi-view 3D web animation using the Blender API. Showcased at NBA Tech Expo 2024.
Implemented a trigram/reverse-indexing search algorithm and in-memory caching for previous searches, decreasing response time for queries by up to 75%.
Designed and created an ML pipeline to track basketball players in broadcast footage. Achieved 97% accuracy in player detection and 90% accuracy in event prediction.
Led a team of 5 developers in designing, developing, and deploying of a bullying whistleblower app for the UVA community. Integrated Google OAuth and S3 storage and deployed on Heroku.
- Automated 3D animation workflows for multi-view analysis of player injuries in NBA games, showcased at NBA Tech Expo 2024.
- Built a full-stack application using React, Tailwind, Go, and Python, handling thousands of records within the company’s injury analysis pipeline with 50% faster query response times through concurrency and goroutines.
- Developed a chatbot that provides accurate responses from user-uploaded PDFs in under a second, utilizing Falcon 7B LLM, Mini-LM Embeddings, and FAISS vector database for efficient and precise information retrieval.
- Enhanced keyword and semantic search capabilities using Amazon OpenSearch, doubling search speed and improving result accuracy.
- Dedicate 25 hours weekly to ensure the seamless execution of daily team operations, including organizing practices, coordinating team travel, and overseeing logistics.
You can reach me at [email protected] or [email protected].