Jay Chan
AI Engineering Lead at Hong Kong Monetary Authority (HKMA)
Hong Kong, China
Summary
👤
Senior🎓
Top SchoolJay Chan is an AI Engineering Lead with 8 years of hands-on experience translating complex business problems into production-grade ML and generative AI solutions across finance, construction, and industrial domains. He has led cross-functional teams to deliver high-impact systems—from quant trading strategies achieving >50% annualized returns and RecSys with nDCG@10 of 0.4 to RAG-powered automation that improved funding operations by over 30% productivity. Comfortable at the intersection of research and product, Jay designs MLOps, prompts and model pipelines while driving deployment-ready computer vision, RL and NLP systems at scale. He combines pragmatic engineering with strategic roadmap planning and a knack for turning prototypes into measurable business outcomes, often leveraging continuous-learning models for near no-man operations. Based in Hong Kong, he maintains a public technical presence via GitHub and a personal website, signaling an ongoing commitment to state-of-the-art applied ML.
8 years of coding experience
7 years of employment as a software developer
The Chinese University of Hong Kong (CUHK)Github contributions (5)
JayChanHoi/rl4trade
Mar 2021 - Jul 2021
Contributions:177 commits, 3 pushes, 1 branch in 4 months
JayChanHoi/adaptive_gradient_clipping
Mar 2021 - Apr 2021
Contributions:91 pushes, 1 branch in 21 days
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