Experience
👨💼 Industrial Experience
Samsung AI Center, Cambridge, UK (SAIC)
(2021.12 - Present)
- Machine Learning Researcher Intern.
- Focus on accelerating deep neural networks using domain specific architecture.
Samsung Research & Development Institute, Staines, UK (SRUK)
(2019.11 - 2020.03)
- Machine Learning Intern.
- Focus on personalization and natural language processing.
Corerain Technologies, China
(2019.11 - 2020.03)
- AI Researcher.
- Focus on algorithm-hardware co-deisng optimization and acceleration of deep learning algorithm, including compression and hardware acceleration for CNNs.
👨🏫 Teaching Experience
Michaelmas Term, Part 1A, Digital Electronics
Department of Computer Science and Technology, University of Cambridge , 2023
- College supervisor for St John’s, Girton and Peterhouse colleges.
Michaelmas Term, Part 1B, Introduction to Computer Architectures
Department of Computer Science and Technology, University of Cambridge , 2023
- College supervisor for St John’s, Girton and Peterhouse colleges.
Michaelmas Term, Part 3 & Mphil., Principles of Machine Learning Systems
Department of Computer Science and Technology, University of Cambridge , 2023
- Lab instructor, orgnizing, preparing and supervising hand-on Practical sessions.
Spring, CO-40008, Introduction to Computer Architecture
Department of Computing, Imperial College London , 2021
- Graduate Teaching Assistant.
- Basic knowledge about computer architecture (CPU, GPU etc.).
CO-60008, Custom Computing, Spring
Department of Computing, Imperial College London, 2021, 2022
- Graduate Teaching Assistant.
- Custom hardware and dataflow-based programming (FPGA, MaxJ).
CO-40p01, Introduction to Computer System, Autumn
Department of Computing, Imperial College London, 2020
- Graduate Teaching Assistant.
- Fundamental understanding of the organisation and operation of a computer system.
CO-97101, Introduction to Machine Learning , Autumn
Department of Computing, Imperial College London, 2020
- Graduate Teaching Assistant.
- Basic knowledge about deep learning and reinforcement learning.
NOVA Summer School
Zhuhai, China, 2019
- Lead of teaching assistant.
- High-performance deep learning accelerator.
PAPAA Summer School
Hongkong, China, 2018
- Teaching assistant.
- Dataflow programming for deep learning applications.
🏫 Educational Experience
University of Cambridge
Affiliated Postdoctoral Researcher
2022 - present
Imperial College London
Doctor of Philosophy (Ph.D.) in Advanced Computing
2018 - 2022
Imperial College London
Master of Research (MRes) in Advanced Computing
2017 - 2018
Nanyang Technological University
Exchange Student in Electrical and Electronic Engineering
2015.07 - 2016.01
Tianjin University
Bachelor of Engineering (B.Eng.) in Electrical and Electronic Engineering
2013 - 2017