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LinXH8/README.md

Hi, I'm Xiang Hong 👋

Applied AI graduate from Singapore Institute of Technology, passionate about building ML systems that solve real-world problems.

What I work on

  • 🤖 Machine learning pipelines & model development
  • 📊 Data analysis and experimentation
  • 🌏 Domains: urban mobility, infrastructure safety, sustainability

Currently

  • 🏗️ Software Engineer (AI/ML) Intern @ Land Transport Authority
  • 🎓 Finishing B.Sc. Applied AI — graduating 2026
  • 🔍 Open to Data Scientist / ML Engineer roles
  • 🌱 Passionate about applying AI to climate tech and sustainable urban systems

Tech

Python · SQL · PyTorch · Scikit-learn · YOLO26 · Flask · Docker · GCP

Connect

LinkedIn

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  1. PathSafetyAssessmentTool PathSafetyAssessmentTool Public

    Computer vision + GIS pipeline for pathway safety risk scoring, built during internship at LTA

    TypeScript

  2. Travel-Insurance-Prediciton Travel-Insurance-Prediciton Public

    Predicting travel insurance purchase behaviour from 50,000 AirAsia booking records using Decision Tree, KNN, and Logistic Regression. Achieved 84.9% accuracy.

    Jupyter Notebook

  3. VisionFlow VisionFlow Public

    Forked from chinqunzhen/cv_final_project

    Real-time traffic congestion detection across Singapore's expressways using dual YOLOv11 models and a Flask dashboard. (Note: GCP deployment no longer active)

    Jupyter Notebook