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JDPS/README.md

Hi, I'm João Soares 👋

About Me

I'm a researcher specializing in fluid mechanics and heat transfer, with a focus on energy systems (particularly renewable energy technologies).

Programming Journey

I started learning Python as a hobby to enhance my research work. This journey led me to explore broader software development concepts like data structures, object-oriented programming (OOP), SOLID principles, and software architecture, which I now apply to improve my coding practices.

Machine Learning & AI in Research

For some time now, I have been integrating machine learning into my research. In particular, I'm exploring Physics-Informed Neural Networks (PINNs) as a novel approach to solving energy-related problems. I also use AI language models (LLMs) daily to boost my productivity. This has sparked an interest in fine-tuning AI agents using various learning methods and employing retrieval-augmented generation (RAG) techniques to better manage and analyze my research data.

Collaboration & Contact

I'm always open to collaborating on novel and innovative projects. Feel free to reach out via email (📫 [email protected] or [email protected]) if you'd like to discuss ideas or work together. You can also learn more about my research contributions on my ORCID profile.

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  1. JDPS JDPS Public

    Config files for my GitHub profile.

    1

  2. pricesentinel pricesentinel Public

    Multi-country energy price forecasting system with event awareness and data quality guards.

    Python 1

  3. skleton_tree skleton_tree Public

    Python 1