Experience

Idiap Research Institute
Research Assistant

• Supervised by Prof. Andrea Cavallaro

• Funded by the Marie Skłodowska-Curie Actions alignAI

The Chinese University of Hong Kong
Research Assistant at JC STEM Lab of Intelligent Design Automation

• Supervised by Prof. Tsung-Yi Ho and Dr. Pin-Yu Chen (IBM Research)

• Conducted research on defining and evaluating physical safety for large language models.

Dartmouth College
Research Intern at TRIP Lab

• Supervised by Prof. Yaoqing Yang

• Conducted research on LLM safety alignment.

Mandatory Military Service (Taiwan)
Private in the Army

MediaTek
AI Software Engineer at Computing Aritifical Intelligence Technology Group (CAI II)

• Collaborated with AI algorithm developers to successfully deploy models on MTK devices, resulting in improved device functionality and increased user satisfaction.

• Developed a machine learning software environment for mobile devices, utilizing cutting-edge technology to optimize performance and enable seamless integration with device hardware.

• Created a machine learning model transformation tool and quantification technology, streamlining the development process and increasing efficiency.

Realtek Semiconductor Corp.
Student Intern at IP camera Intelligent Video Analytics (AI) Team

• Contributed to the development of a high-performing and accurate IP camera system by assisting in the training/testing of a vision model

• Conducted research on image processing using neural networks on IP cameras, focusing on denoise, AWB, and super-resolution

• Built database server to organize 100k+ images & 500k+ annotations, and integrated data augmentation to boost efficiency & accuracy