Tommy(Heng-Chuan) Lin

Experience

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  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).

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  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

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  Foxlink

  Apr 2024 - Oct 2024

  Senior Battery Energy Enginner
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  SignalPro Technology Co., Ltd.

  Dec 2024 - now

  Firmware Engineer