Tristan Brown
Senior Machine Learning Researcher at Seer
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolTristan Brown is a Senior Machine Learning Researcher in San Jose with a decade of cross-disciplinary experience marrying inorganic chemistry and data science to solve hard scientific problems. He transitioned from air-sensitive chemical synthesis and DFT thermodynamics—work that produced a patent and a major DOE grant—into building and deploying ML models for proteomics at Seer. Comfortable across the stack, Tristan has written production scientific software and ETL tooling, containerized pipelines with CI/CD, and applied deep learning to connect chemical intuition with biological data. He brings a rare combination of hands-on laboratory discovery (including uncovering a new Ru2 ground state) and practical engineering for scalable data systems, making him adept at turning surprising experimental results into predictive, reproducible models.
10 years of coding experience
15 years of employment as a software developer
Doctor of Philosophy (PhD) Inorganic Chemistry, Doctor of Philosophy (PhD) Inorganic Chemistry at University of Wisconsin-MadisonCalifornia Institute of Technology
English, Spanish
Stackoverflow
581reputation
157kreached
8answers
2questions
Github Skills (100)
python10
docker-desktop10
deep-learning10
tensorflow10
mongodb10
machine-learning10
orm10
odm10
pymongo10
static-analysis9
ml9
neural-network9
peer-to-peer9
linter9
filesystem9
Programming languages (12)
Github contributions (5)
tristanbrown/resolwe-bio-py
Nov 2017 - Sep 2018
Resolwe Bioinformatics Python API
Contributions:2 PRs, 113 pushes, 18 branches in 10 months
bioinformaticsapipythoncomputational-biology
tristanbrown/traitsgarden
Nov 2021 - Feb 2026
Contributions:206 pushes, 4 branches, 10 tags in 4 years 3 months
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