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AveryDoan/README.md

👋 Hey there, I'm Avery!

I'm a Data Scientist and I'm doing all kind of fun projects (inc electronics and mechanical as well). :)

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.

  • 🏆 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 fascinating about how people come up with those ML models.
  • 💬 Ask me about Computer Vision, and anything related to data. I'm still learning but got quite comfortable in Data field.
  • 📫 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.
Civic Connect Winner: GovHack 2025 Gamified web for a new 'Aussie' studying about Australian law

🛠️ 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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