CV

Education

• Dulwich College Beijing, 2021
• B.A in Computer Science, University of Cambridge, 2024 (expected)
• First Class Honours in 1st and 2nd year

Experience

• Summer 2021: Data Science Intern
  • 1StepAI
  • Data cleaning with Pandas, Jieba, Scipy and custom scripts
  • Tune BERT model for feature extraction on Chinese news texts. Improved F1 score by 20%.
  • Developing a text similarity ranking model with LDA on client texts.
• Summer 2022: Undergraduate Research Intern
  • University of Cambridge, Civil Engineering
  • Generating simulated handheld scanner data with ISAAC SIM and ROS
• Winter 2022 - Spring 2023: Technical Team Member
  • Neural MMO, Carper AI
  • Development of a task system to be used in curriculm design research
  • Optimisations to the NMMO environment, speedups of 10%.
  • NeurIPS 2023 Datasets and Benchmark Track
• Summer 2023: Software Developer Intern
  • Minimax Labs
  • Data visualisations for LNG trading leading to improved clarity and usability for clients
  • Java development with EMF modeling framework, Full stack development with Spring and Angular
• Summer 2023 - Ongoing: Research Project
  • Prorok Lab
  • Intrinsic motivation and model-based reinforcement learning (RL) applied to robotics
  • Implement RL algorithms on simulation / robots, investigate methods
  • Undergraduate dissertation, supervised by Steven Morad

Projects and Competitions

• MIT Battlecode
  • Engineering complex strategies in a competitive multiagent game

  • 2021 (Finalist)

    Code

  • 2022 (Finalist)

    Code

  • 2023

    Code

• Halite 4
  • Placed 23rd out of more than 1100+ teams globally.
  • Code Writeup

Skills

• Python
  • Data Science - Numpy, Pandas, Pytorch, TorchRL
• Java
  • EMF modelling
• Web Development (Basic Experience)
  • HTML, CSS, Typescript, Angular
  • Django, Spring
• Rust, C, OCaml etc

Languages

• English (Native)
• Chinese (Native)