Mindy Ng
Statistician
San Francisco, California, United States
Summary
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SeniorMindy 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.
11 years of coding experience
Github Skills (8)
webservice5
jupyter-notebook5
jupyter4
nbconvert4
analytics3
sql1
data-analytics1
data-analysis1
Programming languages (2)
Github contributions (5)
mindyng/Take-Homes
Feb 2018 - Dec 2022
Contributions:380 commits, 648 pushes, 1 branch in 4 years 10 months
mindyng/Technical-Assessments
Mar 2019 - May 2025
Contributions:77 pushes, 1 branch in 6 years 3 months
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