Jiamu Bai

Experience

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  MININGLAMP Technology

  Mar 2021 - Jun 2021

  Data Management Intern

  Developed and applied algorithms and models for data analysisImplemented JavaCV to extract keyframes from live streamingsResearched and applied target detection algorithms on railway welding projects

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  CHN Energy

  Jun 2021 - Aug 2021

  Data Scientist Intern

  Organized data for company businessEstablished and Improved ML models for industrial data Uploaded the algorithm into the offline platform

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  AI for Scientific Research

  Sept 2021 - Jun 2023

  Cooperating with specialists on various research projectsIdentifying and solving problems with ML and AI techniquesSetting directions for research members in each team

  • Group Lead

    Jun 2022 - Jun 2023

  • Research Lead

    Jan 2022 - May 2022

  • Researcher

    Sept 2021 - Dec 2021
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  New York University

  Feb 2022 - Jun 2023

  Undergraduate Research Assistant

  Researching on multi-agent perception, adversarial learning, computer vision, and game theory under the guidance of Yiming Li and Dr. Chen Feng Navigating potential research directions, initiating research ideas, setting up experiments, and drafting paper

• 

  Rice University

  May 2022 - Jul 2022

  Undergraduate Research Assistant

  Researching on federated learning, local sensitive hashing and ML speeding up under the guidance of Zhaozhuo Xu, Zichang Liu and Dr. Anshumali ShrivastavaSetting up experiment baselines and drafting paperML Project: Investigating on the application of Representer Sketch in Federated Learning

• 

  阿里巴巴集团

  Jun 2023 - now

  Research Intern

  ◦ Investigating most state-of-the-art PEFT in large language models and their application to Federated Learning◦ Designing personalized Federated Learning framework on adapting PEFT technique such as LoRA to achieve scalable p-FL LLM tuning