Yuan Gao

LLM Post-Training and Evaluation @ Microsoft Turing

Role
Senior Data & Applied Scientist at Microsoft
Location
Redmond, WA, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Yuan Gao

I ship production LLM improvements that directly and measurably improve the experience of M365 Copilot users as part of Microsoft’s Turing Team. My work spans foundational research, data curation, post-training, evaluation, and end-to-end infrastructure.I’ve also worked on mathematical optimization models and methods for machine learning, game theory and market design. I have published many papers in major conferences and journals such as NeurIPS, ICML, ICLR, and Operations Research. I have served as reviewers for many publishing venues such as NeurIPS, ACM-EC, The Web Conference TMLR, and Transactions on Information Theory. For an up-to-date list of my publications, see & hl=en

Experience

  1. Senior Data & Applied Scientist

    Microsoft

    Sep 2024 — Present · Seattle, WA, US

    Building long-term memory features in M365 Copilot using RAG, agent systems, long-context modeling, and in-house data curation and post-training techniques. These capabilities leverage conversation history and enterprise graph data to significantly improve tool use and response quality.I own the end-to-end feature lifecycle from design and implementation through offline evaluation and metric definition, and iterative online flighting, working with a small, highly capable core feature team to ensure quality, reliability, and user impact.All features that we developed have shipped to end users and have received strong positive feedback.

Education

  • National University of Singapore

    Bachelor of Science (Honours), Applied Mathematics, Statistics, Special Program in Mathematics

    2013 — 2017

  • Columbia University

    Doctor of Philosophy - PhD, Operations Research

    2017 — 2022

  • Brandeis University

    Exchange Program (Mathematics)

    2016 — 2016

Skills

  • R
  • Linux
  • Matlab
  • Python
  • Java
  • Operations Research
  • Sas

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Yuan Gao — Senior Data & Applied Scientist at Microsoft in Redmond, WA, US | Unifers