Industry Experience

• Applied Scientist II, Amazon, May 2024 - Present
  • Areas: LLM, RL, NLP, Machine Learning, Deep Learning (DL), LLM post-training (e.g., alignment, reasoning, evaluation, SFT, and RL), self-improving coding&ads agents
  • Teams: AWS CodeLLM Team, Amazon Ads Foundation Model Team

Education

• Ph.D in Computer Science, Georgia Institute of Technology, Aug 2019 - May 2024
  • Advisors: Prof. Srijan Kumar and Prof. Mustaque Ahamad
  • Research Areas: Machine Learning, Natural Language Processing, Deep Learning, Data Science
• M.S. in Computer Science, University of Macau, Aug 2016 - Jul 2019
  • GPA: 3.9/4.0, Advisor: Prof. Lionel M. Ni, Vice President of Hong Kong University of Science and Technology-HKUST (moved from HKUST to University of Macau then back to HKUST)
• B.S. in Electronic Engineering, University of Electronic Science and Technology of China, Aug 2012 - Jul 2016
  • GPA: 3.9/4.0, Rank: 2/160

Internship Experience

• 2023.05 - 2023.08: Amazon Search, Palo Alto, California
  • Applied Scientist Intern, Search Mission Understanding Team, Amazon Search/A9.com
  • Hosts: Ms. Sreyash Nag, Dr. Limeng Cui, Dr. Zheng Li
• 2022.05 - 2022.08: Amazon Retail, San Diego, California
  • Applied Scientist Intern, Machine Learning Accelerator Team, SPS
  • Hosts: Dr. Shobeir Fakhraei, Mr. Akshay Kulkarni, Dr. Na Zhang, Dr. Chris Jones
• 2021.05 - 2021.08: Amazon Retail, San Diego, California
  • Applied Scientist Intern, Machine Learning Accelerator Team, SPS
  • Hosts: Ms. Veena Padmanabhan, Dr. Hyun Ah Song, Dr. Na Zhang, Dr. Chris Jones

Research Experience

• 2019.08 - 2024.05: Georgia Institute of Technology, Atlanta, Georgia
  • Gradudate Research Assistant, School of Computer Science
  • Advisors: Prof. Srijan Kumar and Prof. Mustaque Ahamad
• 2019.01 - 2019.07: Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong
  • Gradudate Research Assistant, Department of Computer Science
  • Advisors: Prof. Lei Chen
• 2016.08 - 2019.07: Hong Kong University of Science and Technology, China
  • Gradudate Research Assistant, Fork Ying Tung Graduate School
  • Advisors: Prof. Lionel M. Ni and Dr. Min Gao

Award

• Best Reviewer Award, International AAAI Conference on Web and Social Media, 2024
• Outstanding Reviewer Award, ACM Web Conference, 2024
• Best Paper Nomination Award, ACM Web Conference, 2023
• Outstanding Bachelor Graduate Student, University of Electronic Science and Technology of China, 2016
• National Scholarship (for top 1%), Ministry of Education of China, 2013 and 2014