Fang Cao
Quantitative Research Engineer
- Role
- Senior Safety Research Engineer at Zoox
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Fang Cao
I am a PhD-level Research Engineer/Data Scientist with expertise applying Machine…
Experience
Senior Safety Research Engineer
Nov 2023 — Present · San Francisco, CA, US
Designed the modeling framework and built probabilistic models for collision rate estimation in edge scenarios- Quantified the robotaxi\'s behavioral risk by integrating diverse data sources, creating actionable metrics for platform improvement- Validated the collision severity models and their C++ implementations in the simulation system- Presented safety metric evaluations weekly to leadership, influencing prioritization of software enhancements.
Education
Capital Normal University
Bachelor of Applied Science - BASc
2005 — 2009
Georgia Institute of Technology
Doctor of Philosophy (Ph.D.)
2010 — 2017
Columbia University
Master’s Degree
2009 — 2010
Skills
- Python
- Latex
- Spss
- Matlab
- Research
- Microsoft Office
- C++
- Sas
- Data Mining
- Statistics
- Machine Learning
- Mathematical Modeling
- Sql
- Stan
- Statistical Modeling
- R
- Data Analysis
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