Biography
I am a researcher working as a postdoctoral associate advised by Professor Sahil Shah in University of Maryland, College Park. Before my postdoc, I completed my Ph.D. at ICBio Lab, Electrical and Computer Engineering, Carnegie Mellon Univeristy in Jan. 2025 (advised by Professor Marc Dandin). I was a recipitent of CMLH Fellowship and Carnegie Institute of Technology Dean’s Fellow. I also held a research internship at Apple in Cupertino in 2021.
My CV
Research Interests
My current research interests are ML accelerators. This includes low-power inference based on analog or mixed-signal computing targeting edge applications and high-throughput inference for data centers. At the core of my research is based on model-specific architectures to trade computational flexibility for hardware efficiency. Refer to the Research page for more details!
Education
Ph.D. in Carnegie Mellon University
- 2018-2025
- Electrical and Computer Engineering
- Advised by Marc Dandin (2020~2025)
- Previous advisors: Daniel Bankman(2020), Radu Marculescu (2018-2019)
- Dissertation topic: A Multi-Modal Computational Framework for in vitro Cancer Cell Analysis Based on Capacitance Sensing and Optical Imaging
M.S. in Carnegie Mellon University
- 2018-2022
- Electrical and Computer Engineering
M.S. in National Tsing Hua University (Incomplete)
- 2017-2018
- Electrical Engineering
- Advised by Jing-Jia Liou
B.S. in National Tsing Hua University
- 2013-2017
- Electrical Engineering
- Class Representative