Ryan Yee
San Francisco, California, United States
Summary
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SeniorRyan Yee is a Data Quality Analyst and AI-focused software engineer with 11 years of experience building production data systems that prioritize reliability, auditability, and reduced manual ops. Based in San Francisco, he has shipped end-to-end pipelines—from automated industry categorization and conversion-event validation to AI-assisted traffic review and a behavior-preserving migration of an anomaly detector—while embedding human-in-the-loop controls and monitoring. He blends applied ML, embeddings/RAG, and backend engineering (PyTorch, TensorFlow, Flask, cloud vector DBs) to productionize AI agents and enterprise knowledge platforms. A former research collaborator on oceanographic acoustics, he developed novel image/spectrogram preprocessing techniques that cut training time in half, showing a knack for turning messy, large-scale data into usable signals. Ryan is building a broad suite of AI assistants (from CPA exam prep to K–12 tutors and synthetic data generators), reflecting both product curiosity and a practical drive to automate tedious workflows.
11 years of coding experience
Github Skills (8)
parser8
sailsjs8
markdown7
html6
commonmark5
compiler5
to-do4
code-review1
Programming languages (2)
Github contributions (5)
Ryn830/ryn830.github.io
Jun 2017 - Oct 2019
Contributions:17 pushes, 1 branch in 2 years 4 months
Ryn830/simon
Jun 2017 - Apr 2018
Contributions:1 push, 1 branch in 10 months
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