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AveryDoan/README.md

👋 Hey there, I'm Avery!

I'm a Data Scientist currently pursuing my Master of Information Technology at Charles Darwin University. I thrive at the intersection of data-driven storytelling, machine learning, and human-centered design.

In 2025, I was honored as the Most Outstanding Entrant at the NT Digital Excellence Awards after sweeping three major categories at the CDU IT Code Fair. I'm passionate about building tools that solve civic problems and enhance human performance.

  • 🏆 Recent Wins:
    • NT Digital Excellence Award 2025 - Most Outstanding Entrant
    • RIMPA Global Hackathon 2025 - Winner ($10k Award)
    • CDU IT Code Fair 2025 - Winner in Business Innovation, Research, and Coding categories
    • GovHack 2025 - 1st Place (CivicConnect)
  • 🌱 I’m currently specializing in Machine Learning (CV/NLP), Geo-Analytics, and MLOps.
  • 💬 Ask me about Computer Vision, SEO Analytics, or action-recognition pipelines.
  • 📫 Reach me at: harrymystogan@gmail.com

🏆 Featured Achievements

Project Award Outcome
NT Shift Surge Winner: Business Innovation On-demand labor marketplace for Darwin's wet season.
Stress Detection Prototype Winner: Research Competition Privacy-first biometrics using facial HRV and thermal imaging.
Action Recognition Stack Winner: Coding Competition Real-time gesture prediction using MediaPipe + LSTM.
Carbon Tracking Dashboard Winner: RIMPA Hackathon ESG visualization for enterprise records management.

🛠️ My Stacks

👨‍💻 Programming & Core

Python R SQL JavaScript TypeScript C++

🤖 Data Science & ML

PyTorch TensorFlow HuggingFace OpenCV Pandas Scikit-Learn MediaPipe

☁️ Platforms & BI

AWS Azure Snowflake Tableau Power BI MongoDB

📊 GitHub Stats

Connect with me:

LinkedIn Kaggle LeetCode

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