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systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model training, democratizing access to advanced computational tools for non-programmers. Education National Chiao-Tung University, Ph.D. - Photonics, 2015 ~ 2020 Development of Intelligent Wearable Near Infrared Spectroscopy National Chiao-Tung University, Bachelor - Photonics, 2011 ~ 2015 Main

析的網頁，同時做成網頁工具，提供研究員預測胺基酸醣基化使用。 與博士班的學長姐共同合作了dbPTM 2016: ten-year anniversary of a resource for post-translational modification of proteins的論文研究。負責資料處理與資料分析以及網頁撰寫，最後也發表在Nucleic Acids Research期刊上(點數。 Projects RISE.cm Service Server RISE.cm Service

and launched a cross-platform product’s website and APP, expanding its functional structure with extension maximized. Gained a tender from the government education department and applied to 100+ Taiwan schools andusers in Hong Kong. Interaction Designer COMPAL ELECTRONICS, INC. • OctMar 2020 Collaborated remotely with the transnational development teams in Brazil and China, driving a partnership with internal stakeholders. Performed the products with external partners like Google, HP, Amazon, Toshiba, and more on Computex. Designed over 4 different innovative products with IoT devices, smart wearables, and mobile experiences. Executed 5 patent drafting and

performance. Developed a comprehensive MLOps service on Databricks, spanning from preprocessing to deployment. Leveraged automation tools to swiftly adapt models to new data. Developed an API service used as an internal tool within the company, leveraging OpenAI Whisper for automatic speech recognition and ChatGPT for intelligent language translation, resulting in approximately an 80% reduction in manpower and time costs. Fine-tuned a Llama-based Large Language Model (LLM) and, by integrating Langchain and Pinecone, optimized the search experience on our website. AprJulMachine Learning Researcher, Lab. for Cloud Dynamics and Modeling, National Taiwan University, Taipei