I’m You Peng, can also be called Fred. I am a passionate PhD student in CSE at the Hong Kong University of Science and Technology (HKUST), supervised by Prof.Binhang Yuan. I got my BSc degrees in Data Science as well as Statistics from the University of Toronto (UofT).

I am skilled in extracting and analyzing data, and I have over two years of experience in machine learning and data science. My research interest currently focused on LLM Agent and Database for ML.

Education

• Hong Kong University of Science and Technology
  PhD in Computer Science and Engineering
  September 2024 to Present

• University of Toronto
  BSc in Data Science Specialist
  BSc in Statistics Major
  GPA: 3.9
  September 2019 to June 2024

Work/Intern Experience

• Fidelity Investments Canada, Toronto, Canada
  May 2022 to April 2023
  Position: Machine Learning Analytics
  Project: Funds Recommendation System

• Apache IoTDB
  July 2020 to July 2021
  Position: Database Assistant Intern
  Project: Session Python API, Data Importer

Hobbies

I like fencing and playing badminton for sports. And I also love movies and R&B music. There’s a quote in my favourite movie Interstellar says: “Mankind was born on Earth. It was never meant to die here.” It was about exploring the space but it reminds us that our destiny lies beyond our current limitations, whether in space or through AI. I’m ready to take part in pushing the boundaries of AI.