Hao Yu

Applied Scientist at Amazon

Role
Principal Applied Scientist at Amazon
Location
Bellevue, WA, US
LinkedIn followers
500 followers

About Hao Yu

Proficient in Machine Learning and Optimization.A practitioner with extensive experience in building large-scale industry ML systems and productions; and a prolific researcher with dozens of publications in top CS conferences (e.g, NeurIPS, ICML) and journals. My Ph.D. dissertation on Lagrangian methods for constrained optimization receives the Best Dissertation Award in Electrical Engineering Department at USC. Skills:Programming Language: Python, C/C++, Java, SQL, MatlabMachine Learning Platform: PyTorch, TensorflowPersonal Web: https://eeyuhao.github.ioGoogle Scholar: & hl=en#

Experience

  1. Principal Applied Scientist

    Amazon

    Sep 2025 — Present · Seattle, WA, US

Education

  • University of Southern California

    Master of Arts - MA, Applied Mathematics

    2016 — 2017

  • University of Southern California

    Doctor of Philosophy (Ph.D.), Electrical Engineering

    2012 — 2017

  • The Hong Kong University of Science and Technology

    Master of Philosophy (MPhil), Electronics and Computer Engineering

    2008 — 2011

  • Xi'an Jiaotong University

    Bachelor’s Degree, Information Engineering

    2004 — 2008

Skills

  • Stochastic Optimization
  • Mysql
  • C++
  • Matlab
  • Convex Optimization
  • Javascript
  • C
  • Python
  • Machine Learning
  • Wireless Communications Systems
  • Statistics
  • Information Theory
  • Java
  • Network Optimization

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Hao Yu — Principal Applied Scientist at Amazon in Bellevue, WA, US | Unifers