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Busy trying to achieve Net-zero!
:octocat:
Busy trying to achieve Net-zero!
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MadaraPremawardhana/README.md

👨‍💻 PhD Researcher | Computer Science | Digital Twins | Net Zero

MadaraPremawardhana

📁 Portfolio

Portfolio Preview

👋 About Me

  • 🎓 I'm a PhD candidate in Computer Science, passionate about achieving global net zero via digital twins.
  • 🔬 My research centers around Digital Twins — building cyber-physical renewable.
  • ♻️ Strong focus on sustainability and Net Zero strategies using data-driven models.
  • 🎮 I use game engines Unreal for immersive visualisation.
  • 📊 Skilled in Python, machine learning, and data analysis.
  • 💡 I explore real-time simulations, system modeling, and AI-driven control systems.

🛠️ Skills & Tech Stack

📈 GitHub Stats

GitHub Streak

🌱 Interests

  • 🌍 Net Zero research and sustainable computing
  • 🧠 Machine learning + physics-informed modeling
  • 🕹️ Game engine-based simulations for urban/digital infrastructure
  • 🧪 Digital twin frameworks for real-time data integration
  • 🌐 Open-source collaboration and reproducible science

Pinned Loading

  1. Autoencoder-for-Solar-Energy-Generation Autoencoder-for-Solar-Energy-Generation Public

    This project comprises of a python project which develops an autoencoder for predicting solar energy produced in photovoltaic solar panels. The dataset employed in this project has been aquired fro…

    1

  2. UnrealGDK UnrealGDK Public

    Forked from spatialos/UnrealGDK

    SpatialOS GDK for Unreal Plugin

    C++ 1

  3. Pre_DigitalTwin_V1 Pre_DigitalTwin_V1 Public

  4. Pre_DigitalTwin_v2_UE5.1.1 Pre_DigitalTwin_v2_UE5.1.1 Public

  5. LocSim LocSim Public

    C++ 2

  6. SatelliteImageProcessing SatelliteImageProcessing Public

    This uses openCV using C++ to detect ground and darker green areas that depicts tree tops and fields for the creation of landscape custom layers (masks) for level design

    1