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rxqnx00/README.md

Hi there ๐Ÿ‘‹

My name is Ryan, and I am currently a Statistics and Data Science Major at UCLA.

๐Ÿ”Ž Interested in: Machine Learning, Data Science, Statistical Modeling


๐Ÿงฐ Tech Stack

Languages: Python โ€ข R โ€ข SQL โ€ข Java


๐ŸŽ๏ธ Selected Projects

๐Ÿ“Š Data Science Projects

  • 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)

๐Ÿ›ฃ๏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‰ˆ 0.40)
  • Built for scalable city-level infrastructure inspection

๐Ÿ… Achievements

  • ๐Ÿฅ‰ 3rd Place โ€“ USC IMSC ML Hackathon
  • ๐Ÿค ExploreCSR @ Google/CPP participant
  • ๐Ÿงฎ Math Tutor @ Mathnasium
  • ๐Ÿ’ผ Experience as a computer assistant and tax analyst

๐Ÿ“ซ Contact Me

๐Ÿ’ผ LinkedIn: https://www.linkedin.com/in/ryan-yoo/


Thanks for visiting! Feel free to explore my repos or connect ๐Ÿ‘‡
โญ If you like any of my work, don't hesitate to star it!

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