Isabelle Lee
Scientist at Startup
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolIsabelle Lee is a scientist and PhD student in NLP/ML specializing in interpretability and training, bringing 11 years of experience across industry and academia. She currently applies AI to physics at a San Francisco startup after research roles at Carnegie Mellon and Amazon focused on language technologies and NLU for Alexa. Her background in plasma physics and complex systems, plus a strong foundation in physics and math, enables her to bridge domain science with cutting-edge ML methods. Isabelle combines production-minded research with curiosity about model behavior, making her well suited to translate interpretability insights into practical AI systems for scientific discovery.
11 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD NLP/ML - Interpretability & Training, Doctor of Philosophy - PhD NLP/ML - Interpretability & Training at University of Southern CaliforniaMaster's degree Plasma Physics and Complex Systems, Master's degree Plasma Physics and Complex Systems at University of WashingtonBachelor's degree Physics (hons.) and Mathematics, Bachelor's degree Physics (hons.) and Mathematics at William & Mary
Spanish, German, Korean, English
Stackoverflow
1reputation
134reached
0answers
1question
Github Skills (23)
nlp6
datatables6
natural-language-processing6
python6
bootstrap6
deep-learning5
pytorch5
data-science4
machine-learning4
bert3
transformers3
evaluation3
artificial-intelligence2
acl1
big-data1
Programming languages (3)
Github contributions (5)
iglee/outrunJulesVerne
Oct 2017 - Aug 2021
Contributions:82 commits, 64 pushes, 2 branches in 3 years 11 months
iglee/100-ds-problems
Jan 2018 - Jul 2023
Contributions:15 pushes in 5 years 6 months
pythonsciencedata-scienceproblemsmachine-learning
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.