Summary
Overview
Work History
Education
Skills
Timeline
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Zhipeng Yao

SunnyVale,CA

Summary

Backend engineer has experience with machine learning model training and serving as well as ads serving optimization.

Overview

4
4
years of professional experience

Work History

Software Engineer

Google LLC
07.2019 - Current
  • Develop and serve the ML model which throttle the traffic to achieve computing resource saving. Provide the e2e solution, including evaluation tool and monitoring to improve the reliability and iteration speed. Analyze the model performance, find the headroom and claim it.
  • Build the offline pipeline to annotate the advertiser's data based on performance history, which will be used to save resource during serving time.
  • Tuning ads serving stack parameters to get better revenue versus resource tradeoff.

Education

Master of Science - Computational Science

University of California - San Diego
La Jolla, CA
12.2018

Bachelor of Science - Physics

University of Science And Technology of China
Anhui, China
06.2017

Skills

  • ML model training and evaluation
  • ML model serving and monitoring
  • C, python, Java
  • SQL

Timeline

Software Engineer

Google LLC
07.2019 - Current

Master of Science - Computational Science

University of California - San Diego

Bachelor of Science - Physics

University of Science And Technology of China

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Zhipeng Yao