Changhao (Chase) Sun
孙昌浩
Data Science & Analytics · Building things people actually use
London, UK
About
MSc Business Analytics student at UCL with a background in Computer Science & Mathematics (UW-Madison) and Engineering (UEC Tokyo). I work at the intersection of data science, AI, and product — from building ML pipelines and analytics dashboards to multiplayer web games. Trilingual in English, Chinese, and Japanese.
Projects
A selection of things I've built and explored.
Norikae乗り換え
In ProgressTokyo JR-themed multiplayer card game. Players compete to build train routes across the JR network. Built with React 19 and real-time multiplayer via Socket.IO.

OrderThis
OngoingGenerative AI startup project helping travelers navigate foreign-language menus. Built a Streamlit MVP with Gemini API for multimodal menu understanding, allergen inference, embedding-based RAG, and a 4-tier image fallback pipeline.
Suggestion Mining from Hotel Reviews
End-to-end NLP pipeline for detecting actionable suggestions in high-star hotel reviews. Benchmarked TF-IDF, DistilBERT, and Qwen 2.5, fine-tuned DistilBERT with threshold optimisation, and applied BERTopic clustering to surface service improvement insights.
Interactive Industry Analysis Assistant
An interactive research assistant that converts an industry query into a structured LLM-generated market research report from automatically retrieved sources, with input validation and sub-30-second delivery.
Structured Masking for Privacy-Preserving Collaborative LP
Master's thesis at UEC Tokyo. Proposed Sparse Coordinated Capacity Sharing (SCCS) with structured sparse masking matrices for privacy-preserving collaborative linear programming.
Cat Battlefield小猫战场
Responsive wave-based bullet-hell shooter built with vanilla HTML5 Canvas. Players control a pixel cat defending against alien invaders across four difficulty levels, with multiple enemy types, collectible weapon power-ups, and touch controls for mobile.
Resume
MSc Business Analytics
University College London
Sep 2025 – Sep 2026
Master of Engineering
The University of Electro-Communications
Oct 2023 – Sep 2025
BSc Computer Science & Mathematics (Double Major)
University of Wisconsin-Madison
Sep 2016 – May 2020
Life
Beyond the code.
张真香aka 香香
A lovely little cat and the official mascot of everything I build. ^ • ◡ • ^ Xiangxiang's daily routine includes supervising my coding sessions and just being cute. Follow Xiangxiang's adventures on Instagram ↓
@xxmeow_0329