Jian Dai
Sr Director, Data Science
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolJian Dai is a seasoned data science leader with over a decade of experience translating AI and deep learning research into clinically deployed solutions across pharmaceutical R&D. He has built and scaled 20+ person AI teams at Genentech, delivering portfolios in ophthalmology imaging, digital pathology, and enterprise GenAI including agentic LLM applications and fine-tuning pipelines. His work spans from imaging DL for diagnosis and treatment response to RAG, semantic search, and multi-agent frameworks, and he advocates architectures for reliability and agent-agent communication ahead of mainstream publications. Jian combines strategic vision—moving organizations from AI-assisted to AI-native—with hands-on coding in Python, R, SAS and cloud/HPC deployment experience. He pairs technical depth from a PhD in theoretical physics with pragmatic change management and Responsible AI partnerships to drive adoption across functions. An unusual signal of his breadth: a career that bridges quantum-field-theory postdocs to leading real-world clinical AI at scale.
10 years of coding experience
14 years of employment as a software developer
PhD, Theoretical Physics and Mathematical Physics, PhD, Theoretical Physics and Mathematical Physics at Peking University
Github Skills (6)
nodejs2
python2
keras1
visualization1
deep-learning1
tensorflow1
Programming languages (1)
Github contributions (5)
jiandai/mlTst
Jan 2017 - Jun 2018
Contributions:100 commits, 111 pushes, 1 branch in 1 year 5 months
jiandai/tst20161102
Nov 2016 - Aug 2020
a test in training
Contributions:4 PRs, 5 pushes, 5 branches in 3 years 10 months
testingtraining
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