Anna Li
Data Scientist
Greater Seattle Area United States
Summary
👤
Senior🎓
Top SchoolAnna Li is a data scientist turned machine learning engineer with 11 years of experience building scalable data pipelines, experimentation frameworks, and production ML systems across startups and big tech in the Greater Seattle area. She has driven measurable business impact through clustering, NLP, and A/B testing work at AWS and Meta, and recently built privacy-compliance measurement for GenAI training data. Hands-on in model engineering, she trained a GPT-2 (124M) from scratch on 10B tokens and published the pipeline and learnings publicly, demonstrating both deep ML know-how and reproducible engineering. Comfortable across Python, PySpark, PyTorch, and AWS, Anna blends applied research with product-focused delivery, often prototyping RAG and GenAI features end-to-end. Her background in statistics and BI gives her a rare fluency in experimental design and production telemetry, helping teams turn complex ML experiments into operational improvements.
11 years of coding experience
8 years of employment as a software developer
Bachelor’s Degree, Statistics, Bachelor’s Degree, Statistics at Hubei University of TechnologyMaster’s Degree, Statistics, Master’s Degree, Statistics at Rutgers University
English, ChineseGithub contributions (5)
ChenjiahuiLi/Python-for-Everybody
Nov 2014 - Feb 2020
Contributions:85 commits, 53 pushes in 5 years 4 months
PepperLi/Exploratory_Data_Analysis
Nov 2014 - Sep 2017
Contributions:5 commits, 2 pushes in 2 years 11 months
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