Experience

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  Next-generation automated surgical apparatus lab

  Feb 2018 - Jun 2021

  Undergraduate researcher

  1. Enhanced a minimally invasive surgical robotic system for Patent Ductus Arteriosus surgery, reducing deviation to 1mm2. Devised and implemented a PID (Proportional–integral–derivative) controller, elevating system performance

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  Bravoai co., ltd.

  Jul 2019 - Aug 2023

  Data scientist

  1. Medical Document Recognition SystemEngineered and sustained a PyTorch, OpenCV, YOLO, and Docker Compose-based recognition system, serving 14 insurance companies in Taiwan. This system automated document processing, reducing processing time from 10 days to 30 minutes for millions of images annually.Orchestrated a discussion board to address decentralized feedback issues, refining models for a significant increase in accuracy to 95%.2. Job Code Recommendation SystemDeveloped a natural language processing system utilizing PyTorch, LSTM, and word embedding algorithms. This system autonomously generates Job Codes from unstructured text data.3. Additional ProjectsCreated systems for Fingerprint Liveness Detection, Real-time OCR on Production Line, and Real-time Speech-to-Text on AiSage platforms. Show less

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  Apooedu

  Jun 2020 - Aug 2023

  Founder

  1. Deep Learning Programming in Fintech Practices (I) - (II) at NYCU (Top 5 universities in Taiwan) Facilitated comprehensive Deep Learning Programming courses at NYCU, a top-ranking institution in Taiwan, enhancing students' understanding and application of Fintech practices. 2. Project-based Programming and AI Courses Developed and delivered project-based Python courses for over 200 beginners. Mentored students in crafting programming projects, including the creation of computer games.3. Online Judge System Engineered and implemented an online judge system enabling over 150 registered users to upload and auto-rate their programming assignments, streamlining the assessment process. Show less

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  Leda creative technology

  Jun 2023 - now

  Advanced ai data scientist

  1. Expert Consulting Services Provided AI development consulting to technical teams, offering strategic guidance and data-driven solutions for intricate business challenges. Collaborated with stakeholders to pinpoint areas for improvement and optimization.2. Research Projects Cultivated strong partnerships with affiliated universities, overseeing and coordinating research initiatives alongside students. Ensured seamless execution of research projects, combining industry and academia expertise effectively. Show less

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  Water & energy efficiency for the environment (we3) lab

  Jan 2024 - now

  Graduate researcher

  Extended the Python for Process Engineering Schema (PyPES) to desalination applications, developing a case study for Santa Barbara water treatment plant

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  Equinix

  Jun 2024 - now

  Global technical sales intern

  1. Developed an AI assistant using RAG and prompt engineering, enhancing sales team preparation for AI-related customer meetings2. Constructed a structured internal AI selling knowledge base, improving team efficiency and customer engagement