Tommy(Heng-Chuan) Lin

Tommy(Heng-Chuan) Lin

Research Assistant

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location of Tommy(Heng-Chuan) LinNew Taipei City, New Taipei City, Taiwan

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  • Timeline

  • About me

    Technologist with a dual background looking to bridge information technology to other industries.

  • Education

    • University of New South Wales (UNSW)

      2019 - 2021
      Master’s degree Information Technology
    • National Sun Yat-Sen University

      2016 - 2018
      Master of Science - MS Chemistry
    • Kaohsiung Medical University

      2012 - 2016
      Bachelor of Science - BS Medical and Applied Chemistry
  • Experience

    • National Tsing Hua University

      Jul 2017 - Aug 2018
      Research Assistant

      ● Established a new chemistry laboratory and managed required lab equipment and chemicals.● Synthesised and designed self-healable material for E-skin application. Successfully published in an international journal and selected as VIP paper and Front Cover).

    • E-One Moli Energy

      Apr 2021 - Jun 2022
      Battery Data Scientist

      ● Worked on Advanced Battery Technology team, developing next-generation battery for high-end EVs and aircraft.● Data Visualization: Using Pandas, NumPy and Matplotlib Python scripting with multi-threading feature to automate data visualization. Reducing data wrangling and plotting time from hours to mins.● Feature exploration: Using domain knowledge and data analytics skill to discover key features regarding the performance decay trend of products. Successfully help research scientists iterate engineer prototypes.● Manufacturing Optimization: Utilize scikit learn to perform supervised learning with domain knowledge to eliminate the product’s false positive rate for self-charging. Successfully discover key features and derive an equation for the quality control team to distinguish false positive and false negative products which results in calibration the yield improved by around 1.6%.● Project management: Architect an AI-driven solution for battery life prediction to unlock the potential for charging optimization. Finished the prototype model and pitched it to internal stakeholders then worked with an AI company to grind the end solution. Show less

    • Foxlink

      Apr 2024 - Oct 2024
      Senior Battery Energy Enginner
    • SignalPro Technology Co., Ltd.

      Dec 2024 - now
      Firmware Engineer
  • Licenses & Certifications