Jason Lai
Lead Data Science Consultant AI Architect People Manager
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolJason Lai is a Lead Data Science Consultant and AI Architect with 10 years’ experience building production ML and GenAI platforms across life sciences, consumer products, and energy—especially in regulated, high-compliance settings. He architects reusable LLM frameworks (agentic workflows, RAG, code execution) and has driven adoption of governed GenAI solutions across large pharma programs, balancing privacy, validation, and latency constraints. Jason has led multi-agent systems for clinical research and post-market device monitoring, and scaled ML from prototype to production for biotech startups and enterprise clients. He pairs deep computational biology roots (PhD and postdoc work on protein modeling and Rosetta contributions) with practical engineering—shipping real-time vision pipelines, CI/CD for R/R&D reproducibility, and cross-platform apps. An experienced people manager, he mentors and aligns small technical teams to sustained delivery, and off-hours competes in table tennis at an international level.
10 years of coding experience
11 years of employment as a software developer
Bachelor's degree Biomedical Engineering (Biomedical Informatics), Bachelor's degree Biomedical Engineering (Biomedical Informatics) at Arizona State UniversityPostdoctorate Pharmacology (Computational Biophysics), Postdoctorate Pharmacology (Computational Biophysics) at Baylor College of MedicineDoctor of Philosophy - PhD Molecular Biology (Bioinformatics Computational Chemistry), Doctor of Philosophy - PhD Molecular Biology (Bioinformatics Computational Chemistry) at University of Wyoming
Stackoverflow
1,500reputation
81kreached
78answers
0questions
Github Skills (13)
vimperator9
vim6
tkinter6
jpeg6
bash6
linux6
python6
numpy6
image6
image-viewer2
viewer2
console1
database1
Programming languages (2)
Github contributions (5)
laijasonk/config
Nov 2015 - Aug 2021
Contributions:207 commits, 181 pushes, 1 branch in 5 years 10 months
laijasonk/sxiv-jkl
Nov 2017 - Mar 2020
Contributions:33 pushes, 1 branch in 2 years 4 months
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