Internship

STEP Intern @ Google TensorFlow Lite, 2021.7 - 2021.9

• To further facilitate TensorFlow Lite on-device training, this work introduced model distillation method for model compression in TensorFlow Lite Model Maker library.
• Followed Object-oriented programming principles to implement model distillation for image, audio and text classification tasks in Model Maker Framework, enabling users to create a fine-tuned end-to-end model on a customized dataset in just 6 lines of code.
• Carried out comprehensive experiments to show that the work can lead to a 90% reduction of parameters while maintaining a competitive and sometimes better accuracy performance compared to the teacher network.

Extracurricular Activities

Volunteer in Program Buddy, Fall 2021 & Fall 2022

• Volunteered to assist in teaching undergraduate students learning C++ and Python.

Organizer of Trigger Salon, Fall 2020

• Planned and organized the salon to encourage the diversified development of undergraduate students and discover their inner drive.

Lecturer in Amoy Youth Elite Summit, Summer 2020

• Gave lectures on set theory and computer science in small class sizes, organized QA sessions after class.

Volunteer in Math Buddy, Spring 2020

• Volunteered to assist in teaching undergraduate students learning Calculus and Linear Algebra.

Organizer of Learning Experience Sharing Meeting in Xiamen NO.1 High School of Fujian, Winter 2020

• Organize Tsinghua students graduated from Xiamen NO.1 High School to share their learning experience with high school students.