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mcpeixoto/README.md

Hello there! I'm Miguel! 😊

🧍‍♂️ About Me:

📷 Leading factory-wide digitalization initiatives using computer vision and machine learning at Bosch.
🌱 Trying to solve AGI on my free time.
🔭 Mentoring students on Quantum Machine Learning applications in High-Energy Physics at LIP.
💬 Feel free to ask me anything about physics or machine learning!

You can find my personal website here


🌐 Socials:

LinkedIn Medium Reddit Twitter

💻 Tech Stack:

Keras NumPy Pandas Plotly PyTorch scikit-learn SciPy TensorFlow CMake C Haskell HTML5 JavaScript LaTeX Python PHP Shell Script DigitalOcean Markdown CSS3 Apache Django MySQL Adobe Premiere Pro Adobe Photoshop Arduino Docker Raspberry Pi


🚧 Featured Projects

📖 Publications

🧍‍♂️ My Own Projects

📚 University Classes & Projects

  • Quantum Reinforcement Learning - Comparative study: Quantum vs. classical models for Cart Pole. Examining entanglement layers and data re-uploading, highlighting quantum model superiority.

  • Latinium - Latin-based programming language.

  • Advanced Instrumentation Project - Airplane simulator (MATLAB) controlled by an accelerometer which communicated using IEEE 1451 protocol. All the microcontroller code was written in Assembly and C.

  • Computational Physics Project - Apart from the solved exercises, this repository also contains the final project, which consisted in simulating Two-stream Plasma instability using the Vlasov-Poisson equations.

  • Parallel Computing Course - Contains the final project. The assigment consisted in making an optimized & parallelized version of the Bucket Sort algorithm, written in C, using OpenMP.

  • Quantum Computing Course - Solved exercises.

  • Ciber Physics Computing Course - Course work includes UPPAL modeling, Haskell programming language creation, and formal methods verification.

Other & Ongoing Projects


📊 GitHub Stats:


📫 How to reach me:

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  1. QML-HEP QML-HEP Public

    Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets

    Python 8 2

  2. Computational-Physics-Course Computational-Physics-Course Public

    Jupyter Notebook 1

  3. Parallel-Computing-Project Parallel-Computing-Project Public

    Jupyter Notebook 3 1

  4. fabiocfabini/numc fabiocfabini/numc Public

    A Numerical Computing Library for C

    C 1

  5. fabiocfabini/tox fabiocfabini/tox Public

    Small programming language made with ply.

    Python 3

  6. Paper-Recommendation-System Paper-Recommendation-System Public

    Web interface to search ArXiv papers using NLP Sentence-Transformers, Faiss and Streamlit

    Python 19 1