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lukitasxue/README.md

Hi, I'm Lucas πŸ‘‹

Final-year Data Science student @ Deakin University Β· Melbourne πŸ‡¦πŸ‡Ί

What I build

Applied AI/ML systems that connect models to real products. I'm comfortable across the stack β€” from data pipelines and ML models to FastAPI backends and Vue frontends.

My work tends to combine: data β†’ ML model β†’ API β†’ frontend, end-to-end.

Featured Projects

πŸ€– Skedy β€” Multi-tenant AI customer-service platform. RAG pipeline with embeddings + Supabase pgvector + OpenAI, integrated with WhatsApp Business API.

πŸ…ΏοΈ ParkSense β€” Parking availability prediction system. XGBoost on 3,000+ Melbourne council sensors. Led 4-person team.

πŸ“Š Mood Predictor β€” Full-stack ML web app. Multivariable linear regression from scratch in NumPy, FastAPI backend, Vue frontend.

🌲 IoT Capstone (DataBytes) β€” Junior Lead, Models team T1 2026. Anomaly detection on time-series sensor data (Isolation Forest, PCA, z-score).

Stack

Python FastAPI PostgreSQL Vue.js scikit-learn XGBoost

Languages: Python, JavaScript, SQL, C#, C++ ML/Data: NumPy, pandas, scikit-learn, XGBoost, RAG/embeddings Backend: FastAPI, Node.js, REST APIs, PostgreSQL, Supabase Frontend: Vue.js, React, Tailwind, map-based viz

What I'm working on now

  • Junior Lead of Models team on IoT data analytics capstone (Deakin DataBytes)
  • Available for T2 2026 internships / part-time data science roles
  • Working on a productivity app called TaskMaster

Reach me

πŸ“§ hsuehlucas@gmail.com πŸ’Ό LinkedIn 🌐 Portfolio

Pinned Loading

  1. Intelligent-IoT-Data-Management Intelligent-IoT-Data-Management Public

    Forked from Yashdeep22/Intelligent-IoT-Data-Management

    Models Team

    Jupyter Notebook

  2. simple_booking simple_booking Public

    Forked from mesieou/simple_booking

    TypeScript

  3. DataBytes-Organisation/Intelligent-IoT-Data-Management DataBytes-Organisation/Intelligent-IoT-Data-Management Public

    Jupyter Notebook 4 55

  4. hassan-jamali/unihack hassan-jamali/unihack Public

    A retro-styled study RPG where every correct answer turns into an attack.

    JavaScript 3

  5. rxv801/taskmaster rxv801/taskmaster Public

    Desktop focus tracker using computer vision, MediaPipe, and Electron

    TypeScript 2