Brief
I am a Senior AI Algorithm Engineer with expertise in deep learning + computer vision and its applications, particularly in intelligent vision/video analysis and advanced image/video processing. My goal is to develop and deploy the latest and most cutting-edge AI models in practical settings.
Here is my CV and google scholar for more detail.
Experiences
My job responsibilities include the development and deployment of the latest and most advanced AI models on edge devices equipped with MediaTek APU. Additionally, I am accountable for co-designing the Deep Learning Accelerator for the corresponding device from an algorithmic perspective.
Education
GPA: 4.15/4.3
GPA: 4.01/4.3 Ranking: 14/120
Publications
Honors & Awards
New Trends in Image Restoration and Enhancement workshop and challenges on image and video restoration and enhancement in conjunction with CVPR 2020.
New Trends in Image Restoration and Enhancement workshop and challenges on image and video restoration and enhancement in conjunction with CVPR 2020.
NVIDIA’s GPU Technology Conference in Taiwan
Awarded to the nine students with the highest GPA in Taiwan.
Awarded to the two students with better performance at National Tsing Hua University.
Awarded to the three students with the highest GPA in their college.
Awarded to students with the top 5% GPA for that semester.
Services
After graduating from the master, I become a Research Assistant in ELSA Lab at National Tsing Hua University. My research topic is how to control robots with reinforcement learning in simulation environment. I exploit reinforcement learning methods to control robotic arm in Kuka simulation environmen. And I participate in CrowdAI NIPS 2018: AI for Prosthetics Challenge, developing a controller to enable a physiologically-based human model with a prosthetic leg to walk and run with reinforcement learning musculoskeletal model.
I work with Prof. Chun-Yi Lee in NVIDIA Deep Learning Workshop as teaching assistant in deep learning course and CUDA course. I responsible for parallel programming homework include MPI programming, CUDA programming, cache coherence simulation and GEM5 multicore platform.
In 2016 spring Semester, I serve as teaching assistant in parallel computer architecture course at National Tsing Hua University. I Teach office workers and students introduction to deep learning, deep learning applications with tensorflow, introduction to accelerated computing, and accelerating applications with CUDA python.