Multimodal learningResearch Intern
Samsung Research UK · Cambridge, United Kingdom
Researched unified multimodal understanding and generation models, exploring the connection between perceiving and creating visual content.
RESEARCH / INDUSTRY / LEARNING
A journey through research labs, industry teams,
and the questions that connect them.
PROFESSIONAL JOURNEY
Multimodal learningSamsung Research UK · Cambridge, United Kingdom
Researched unified multimodal understanding and generation models, exploring the connection between perceiving and creating visual content.
Neural video compressionMediaTek · Hsinchu, Taiwan
Researched AI-driven video compression, with a focus on end-to-end learning-based video codecs.
Synthetic data generationASML · Hsinchu, Taiwan
Developed synthetic failure-case generation methods to augment training data for lithography defect detection.
Applied machine learningCapacura · Cologne, Germany
Built machine learning models to explore IPO-stage investment opportunities using company characteristics and market trends.
Autonomous drivingIndustrial Technology Research Institute · Taipei, Taiwan
Contributed to data collection, preprocessing, and 3D scene annotation for self-driving research. Formal role title is being reviewed for this preview.
02 / FOUNDATIONS
Visiting Scholar · Electrical & Computer Engineering
Research with Prof. Jenq-Neng Hwang on diffusion models and image enhancement.
Graduate research · Electrical Engineering & Computer Science
Research with Prof. Sy-Yen Kuo on image enhancement, re-identification, and crowd counting. Degree timeline and current status to be confirmed.
B.S. · Electronic & Computer Engineering
Minor in Finance. Academic work spanning IC design and microcontrollers.