Lin Min Htoo
Singapore, Myanmar
Summary
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SeniorMin Lin is an AI R&D Scientist with ~8 years blending deep academic chemistry experience and 4 years of focused ML research and engineering, currently building production ML for energy at a stealth startup in Singapore. He specializes in AI for science—combining wet-lab intuition, graph and equivariant neural networks, and software engineering to accelerate drug discovery and physical simulations. At QDX he led teams to productionize multiple ML models rapidly, created a 500+ GPU pipeline to generate high-fidelity quantum datasets, and delivered >1000x speedups that saved significant compute costs. He contributed first-author research at MIT on semi-supervised GNN re-ranking for synthesis planning and open-sourced the code, demonstrating both academic rigor and production impact. Min mentors juniors, writes extensive documentation to scale team knowledge, and balances curiosity-driven learning with practical delivery—he’s also an avid photographer and Korean-language learner.
8 years of coding experience
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (151)
similarity-search10
python10
relevance10
deep-learning10
gpu10
linux10
editor10
numpy10
recommender-system10
neural-network10
shell10
cli10
electron10
typescript10
google-colaboratory10
Programming languages (15)
Github contributions (5)
linminhtoo/Shopee-Image-Classification
Aug 2020 - Aug 2020
Contributions:34 commits, 1 push, 1 branch in 3 days
coleygroup/rxn-ebm
Aug 2020 - Aug 2022
Energy-based modeling of chemical reactions
Contributions:302 commits, 13 pushes, 6 branches in 2 years
deep-learninggraph-neural-networkspytorchrerankingretrosynthesis
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