Experience

Taiwan AILabs

• Software Development
• 1 - 100 Employee

• Machine Learning Research Engineer

  • Jun 2019 - Present

  - Lead AILabs FL research and work on FLaVor (Federated Learning & Validation Framework) - Developer of DeepMets® - Propose clinical-grade deep learning solutions for medical imaging with cross-domain and cross-border experts. - Design in-house deep learning framework and CI/CD pipeline for model delivery. - Participate in open-data challenges. - Share results with the international community through conferences and journal publications. - Research in deep learning for computer vision and federated learning.



National Taiwan University

• Taiwan
• Higher Education
• 700 & Above Employee

• Student Researcher

  • 2016 - 2018

  - Deep learning for stereo matching and depth refinement (Collaborative project with Etron Technology, Inc. , Taiwan)

• Special Project Student

  • Feb 2015 - Jun 2016

  Research focus - Stereo matching - 3D reconstruction - 3D user interaction



MediaTek

• Taiwan
• Semiconductor Manufacturing
• 700 & Above Employee

• Reseach Coop

  • Jun 2016 - Oct 2016

  - Video coding: In-loop filtering approaches - Video coding: In-loop filtering approaches