Han Cao
Applied Scientist at Microsoft
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolHan Cao is an Applied Scientist at Microsoft and a UC San Diego MS candidate in Computer Science with a 4.0 GPA and a strong foundation from Tsinghua University. With nine years of industry experience including a machine learning engineering role at ByteDance, Han has practical strengths in feature engineering, model optimization, and production-ranking systems for advertising and recommendations. He has a track record of speeding data pipelines (3–4x Spark improvements), reducing model input size via NAS-based feature selection, and improving online serving through Redis and streaming training. Comfortable moving projects from feature design to production, Han blends rigorous academic training with hands-on experience in large-scale data and sequential modeling. Based in San Diego, he is seeking ML engineer or software development roles that leverage his expertise in user modeling and scalable ML systems.
9 years of coding experience
1 year of employment as a software developer
University of California, San DiegoBachelor of Engineering - BE, Electronic Information Science and Technology, 3.86/4.0(15/264), Bachelor of Engineering - BE, Electronic Information Science and Technology, 3.86/4.0(15/264) at Tsinghua University
Github Skills (37)
data-collection10
operation10
java10
pipeline10
snowflake9
mysql9
postgresql9
bigquery9
python9
data-warehouse9
databases9
mssql9
singer9
data-analysis9
data-pipeline9
Programming languages (7)
Github contributions (5)
r0b3rt24/MadHouse-Fullstack
Jan 2019 - Jun 2019
Startup Project Serving students at UW-Madison with luggage storage
Contributions:23 pushes in 5 months
uw-madisonreactservingstorage
r0b3rt24/564Fall
Dec 2019 - Jan 2020
Contributions:2 PRs, 12 pushes, 1 branch in 1 month
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