Mindy Ng
Machine Learning Engineer Research Scientist at Apart Research
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolMindy Ng is a Machine Learning Engineer and Research Scientist with 11 years of experience bridging genetics and life sciences research with applied ML and data engineering to drive actionable insights. Based in San Francisco, she has led health workforce supply/demand modeling for equitable healthcare access, built production data pipelines and dashboards, and contributed to AI-driven product decisions across startups and public sector. Her background in wet-lab research and biostatistical modeling gives her a rare ability to translate biological complexity into robust predictive models and rigorous evaluation frameworks. Currently she explores AI alignment, LLM evaluations, and mechanistic interpretability while applying ML to workforce equity—combining frontier research with pragmatic impact. Consistently pragmatic and interdisciplinary, she pairs SQL/Python proficiency and modern data tooling (Snowflake, dbt, BigQuery) with a storyteller’s lens for turning messy data into clear recommendations.
10 years of coding experience
7 years of employment as a software developer
Machine Learning, Machine Learning at CourseraPython Evening Course, Python Evening Course at Galvanize IncData Science Career Track Data Science, Data Science Career Track Data Science at SpringboardAI Alignment, AI Alignment at AI Safety FundamentalsB.S. Genetics, B.S. Genetics at University of California, DavisScience Technology and Society, Science Technology and Society at Stanford University
English
Github Skills (11)
jupyter-notebook4
binder4
nbconvert4
analytics4
render4
hydrogen3
jupyter3
jupyterlab3
sql1
data-analytics1
data-analysis1
Programming languages (1)
Github contributions (5)
mindyng/Take-Homes
Feb 2018 - Dec 2022
Contributions:380 commits, 648 pushes, 1 branch in 4 years 10 months
mindyng/InterviewQuery
Feb 2023 - Apr 2023
Contributions:186 pushes, 1 branch in 1 month
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.