Hi there! 👋 Welcome to Xiangye's Website

This is a picture of My girlfriend and Me!

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👤 About me

• Hey, I am Xiangye or you can call me Shawn!

• I am currently a master student in Applied Mathematics of University of Waterloo but I will be graduating in Nov. 2025! I had my undergraduate in Applied mathematics & Statistics from 2019-2023.

• 📄 View My Resume

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🚀 My Projects

Here are some of the things I’ve worked on:

• Project 1: Image-to-Text
  • Fine-tuned a ResNet–Transformer encoder-decoder model for handwritten image-to-text tasks
• Project 2: Clash-Royale AI Agent 🏰⚔️
  • Developed a Clash Royale AI agent with Visual-Fusion → Policy Training
• Project 3: Sensitive Quantization on LLM
  • Applied sensitive weights-based quantization for Large Language Models

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💼 Work

• Machine learning intern in research team in Environment and Climate Change Canada in 2024 developing/testing encoder-decoder model for weather modeling.
• Data scientist intern in health intelligence team in Region of Peel in 2025 validating model in public health.
• Machine learning intern in Institut Pasteur in 2023 for pattern detection for medical image.

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⚽ Sports & Interest

• I really like soccer and I keep playing soccer over 15 years while less frequent now.
• I play table tennis but not really good
• I like video games like Elden Rings, FIFA and Crusader Kings III.
• I spent 6 months this year to learn how to train an AI game agent for Clash Royale just for fun starting from collecting game episodes as datasets and training from the sractch but the results are not really good, if you are interested, come and talk!

This is a picture of My Dooooooooooog!