Summary
Overview
Work History
Education
Skills
Publications
Timeline
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Ying Chen

Sunnyvale

Summary

Highly skilled Tech Lead Manager with extensive experience in leading and managing teams in the development of software for cutting-edge ML accelerators. Seeking a challenging position as the Tech Lead Manager of ML infrastructure, where I can leverage my technical expertise, leadership abilities, and strategic mindset to drive innovation and deliver exceptional results.


I was promoted 3 times during my time in Google, all with Google highest rating, Superb (former rating system) and Transformative (current rating system).

Overview

9
9
years of professional experience

Work History

TPU Compiler & Runtime E2E, Tech Lead Manager

Google
11.2019 - Current
  • Set team charter with technical vision, lead a team of 20 engineers develop efficient compiler and runtime solutions for in-house innovative ML accelerators, unleash new capabilities, achieving optimal performance.
  • Re-architect compiler and runtime to a heterogeneous computing system as a multi-year effort, projected to >20% company wide device efficiency savings, enable models that cannot fit in the system before, enable new research innovations.
  • Lead, design, and launch a brand new E2E software stack solution for latest generation TPU, addressing previous generation's functionality limitation, usability pain, and deliver ~1.8x performance gain .
  • Lead team members develop new compiler abstraction and lowering framework, providing fast-to-market solutions for both internal and external customers.
  • Hardware-software co-design new generation chip architecture.
  • Plan, delegate high volumes of work to empower team, build trust, and assist with professional development.
  • Measured team performance and reported metrics to leadership team members.

Google Chat, Software Engineer

Google
11.2018 - 11.2019
  • Participate new system design, rewrote old code pipelines in go-language with modern data parallel processing pipelines.
  • Analyzed proposed technical solutions based on customer requirements.
  • Maternity leave from May, 2019 to October, 2019.

Google Analytics, Software Engineer

Google
09.2015 - 11.2018
  • Built Google Analytics mailing production systems from scratch with most advanced parallel data-processing pipelines techniques and launched to all Google Analytics production user.
  • Worked with UX designers, PM, and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability, and performance.
  • Setup Google Analytics Intelligence Production release and oncall system.
  • Key contributor for building personalization of Google Intelligence products.
  • Primary host of a phd summer intern
  • Maternity leave from Dec, 2016 to Feb 2017.

Education

Master of Science - Computer Engineering

University of Illinois At Urbana-Champaign
Champaign, IL
05.2015

Bachelor of Science - Computer Engineering

Zhejiang University
Zhejiang, China
06.2013

Skills

  • Team Leadership and Management
  • Compiler Development and Optimization
  • TPU Architecture and Software Stack
  • Programming Languages: C, Python, Java
  • Software Development Lifecycle
  • Communication and Interpersonal Skills
  • Problem Solving and Troubleshooting
  • Technical Documentation

Publications

  • Patent published: ANALYTICS PERSONALIZATION FRAMEWORK. Patent No: US-11669431-B2
  • Published paper: Y. Chen, T. Nguyen, Y. Chen, S. T. Gurumani, Y. Liang, K. Rupnow, J. Cong, W.M. Hwu, and D. Chen, “FCUDA-HB: Hierarchical and Scalable Bus Architecture Generation on FPGAs with the FCUDA Flow,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, pp. 2032-2045, Volume: 35, Issue: 12, 2016.

Timeline

TPU Compiler & Runtime E2E, Tech Lead Manager

Google
11.2019 - Current

Google Chat, Software Engineer

Google
11.2018 - 11.2019

Google Analytics, Software Engineer

Google
09.2015 - 11.2018

Master of Science - Computer Engineering

University of Illinois At Urbana-Champaign

Bachelor of Science - Computer Engineering

Zhejiang University

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