I'm a Information Physics Master Student at University of Minho.
🔭 Researching Quantum Machine Learning applied to High-Energy Physics at LIP.
🌱 Learning about Natural Language Processing and Graph Neural Networks
💬 Ask me about anything physics/ML related!

You can find my personal website here

• "Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets" - Miguel Caçador Peixoto, Nuno Filipe Castro, Miguel Crispim Romão, Maria Gabriela Jordão Oliveira and Inês Ochoa

• QML-HEP - Code repository for the "Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets" paper.

• Paper Recommendation System - Web interface to search ArXiv papers using NLP Sentence-Transformers, Faiss and Streamlit

• GPT - Implementation of a scalled down ChatGPT-like transformer pretraining using PyTorch

• 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.

• pdf2latex-converter - WIP
• PongGame - Pong Game implementation using kivy
• Things-2-Do-After-Installing-Kubuntu - Simple list of things to do after installing Kubuntu
• WordEmbedding - Simple Word Embedding implementation using PyTorch

• Email: [email protected]