Jiaping Zhang
San Francisco, California, United States
Summary
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SeniorJiaping Zhang is a Senior Machine Learning Engineer based in San Francisco with 11 years of experience applying Bayesian thinking and design-focused data science to production ML systems. She has built and shipped generative AI, NLP, chatbot platforms, fraud and trust & safety models, and recommendation/search systems across companies like Gemini and Atlassian, and previously led large-scale forecasting and SRE-focused ML at Salesforce. Her background blends rigorous academic training (MS in Computer Science and Statistics from UC Davis) with hands-on work in human-in-the-loop systems, causal and Bayesian inference, and on-chain analytics for emerging NFT use cases. Known for a bias toward action, she pairs experimentation-driven product work with principled probabilistic modeling, and contributed to an Alexa Prize–winning university dialogue system early in her career. Practical, cross-disciplinary, and research-savvy, she frequently translates complex infrastructure and behavioral data into operational ML that scales.
11 years of coding experience
Github Skills (200)
python10
pydantic10
chatgpt10
ai10
generative-ai10
gemini10
typescript10
ai-chat10
langchain10
open-source10
llm10
openai10
jekyll10
command-line10
anthropic10
Programming languages (10)
Github contributions (5)
UCDavisZEM/Dealership-Scraping
Jul 2015 - Sep 2015
Contributions:182 commits, 97 pushes, 1 branch in 2 months
jpzhangvincent/NBAFantasySportBetting-ML-project
Feb 2016 - Mar 2016
Contributions:57 commits in 15 days
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