Tony Zhao
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Experience
Research Scientist Intern @ Seed
ByteDance Co. Ltd., Shanghai
September 2024 – June 2025
Responsibilities include:
OVERLORD. Next generation multisource data loader for multisource LFM training.
Research Scientist Intern @ AI & Sys Co-Design
Meta Platforms, California, US
May 2024 – August 2024
Responsibilities include:
MTIA-related cost modeling.
Future generation model deployment research.
Research Scientist Intern @ AML
ByteDance Co. Ltd., Beijing
September 2021 – September 2023
Responsibilities include:
LLM-PQ. Heterogenous LLM inference system dev & research.
QSync. Heterogeneous device training system dev & research.
Front-End Developer
Tencent Technology (Shenzhen) Co. Ltd.
September 2020 – November 2020
Responsibilities include:
Designed a new overview page for the vulnerability scanning service.
mplemented the manager system for data aggregation and operation.
Education
PhD in Machine Learning System
University of Hong Kong
January 2022 – December 2025
Thesis on Efficient LLM. Supervised by
Prof Chuan Wu
.
Read Thesis
BSc Computer Science And Technology
The Chinese University of Hong Kong (shenzhen)
September 2017 – May 2021
Cumulative GPA(cGPA) 3.701/4.00. Major GPA(mGPA) 3.804/4.000 Ranking 7/128 (mgpa 6/128)