CakeResume Talent Search

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

University of Southampton, UK MSc Project Management ｜ SepSep 2017 Project management, Project risk management, Decision making, Knowledge management, Global management, Entrepreneurship National University of Kaohsiung Bachelor of Information Management ｜ SepJun 2015 Work Experience Credidi Inc. Product Manager ｜ AprPresent (7 months) Planned invoice data analysis product for sellers through user research, competitive product and market analysis. Explored business model with CEO and planned product roadmap according to company direction. Created and maintained product specs, documents and wireframes. Defined user stories, journeys and flows. Hosted scrum meetings with scrum members, managed product backlogs and prioritized them into

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

Modern C++ 20/23 Have been using C++ as my primary programming language for 13 years. Now I follow the latest standards and even technical drafts to write expressive, high performing programs. Familiar with new language features like PMR, coroutines, parallel STL and Transactional Memory. High Performance Computing HPC coding skills. Developed libraries that takes advantage of OpenCL/Vulkan to run on the GPU for performance gain. I also have experience with OpenCL on FPGAs for building DNN accelerators. By extension, I'm also familiar with parallel computing

advertisements, and more • Created beautiful marketing proposals using text and images to win new business • Executed a PR strategy for the in-house skincare brand: www.gabiskin.com • Wrote educational content on marketing and branding challenges Public Relations Supervisor, Acer Inc., December 2017 – July 2019, Taipei, Taiwan - Researching, writing, editing and distributing press releases to the media - Researching, writing, editing and distributing internal newsletters to Acer employees - Writing and editing content for other departments including, but not limited to, executive speeches, presentations, event invitations, etc. - Maintaining and updating information on Acer’s corporate websites - Publishing internal