Min Sun
Student Researcher at Google DeepMind
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolMin Sun is a PhD candidate at Stanford and a student researcher at Google DeepMind with nine years of experience building machine learning models for biomedical applications. She specializes in biomedical vision-language models and curating large-scale open datasets to make AI in healthcare reproducible, generalizable, and clinically actionable, with a focus on precision oncology. Her work spans academic research at Stanford SAIL and industry collaborations, including internships at Hugging Face, Guardant Health, and prior data science roles at Invitae where she automated NGS lab workflows. Min combines deep technical skills in ML with practical experience deploying health-focused foundation models and designing algorithms for cfDNA methylation data. She has a dual BS/BA in Statistics and Economics from UCLA and is notable for translating complex biomedical signals into usable tools for clinical research. Based in Palo Alto, she balances rigorous research with open-source-minded engineering to accelerate trustworthy medical AI.
9 years of coding experience
4 years of employment as a software developer
University of California, Los AngelesDoctor of Philosophy - PhD, Biomedical Data Science, Doctor of Philosophy - PhD, Biomedical Data Science at Stanford University
English, Korean
Github Skills (7)
webdataset9
data-augmentation9
pytorch6
deep-learning6
cross-validation6
python5
language-model4
Programming languages (2)
Github contributions (5)
minwoosun/nestedcv-confint
Jan 2022 - Mar 2023
Confidence intervals for the Cox model test error from cross-validation
Contributions:67 commits, 8 PRs, 87 pushes in 1 year 2 months
cross-validation
minwoosun/covid-mortality
Nov 2022 - Apr 2024
All code and data for the paper "Do Public Health Efforts Matter? Explaining Cross-Country Heterogeneity in Excess Death During the COVID-19 Pandemic"
Contributions:1 PR, 9 pushes in 1 year 4 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.