My name is Ryan, and I am a UCLA alumni, graduated with B.S. in Statistics & Data Science.
๐ Interested in: Machine Learning, Data Science, Data Analyst, Statistical Modeling
Languages: Python โข R โข SQL โข Java
- Housing cost + homelessness trends in Koreatown (regression + demographics)
- KNN regression visualizations & bias-variance exploration
- Markov chain simulation & stationary distribution analysis
- GAMs for nonlinear model behavior (Stats coursework)
๐ฃ๏ธ **Road Damage Detection (Hackathon โ 3rd Place @ USC IMSC)**
- YOLO-based object detection with 6,000+ images
- Preprocessing, annotation, model training, evaluation (F1 โ 0.40)
- Built for scalable city-level infrastructure inspection
- ๐ฅ 3rd Place โ USC IMSC ML Hackathon
- ๐ค ExploreCSR @ Google/CPP participant
- ๐งฎ Math Tutor @ Mathnasium
๐ผ LinkedIn: https://www.linkedin.com/in/ryan-yoo/
Thanks for visiting! Feel free to explore my repos or connect ๐
โญ If you like any of my work, don't hesitate to star it!