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brenomchd/README.md

Breno Machado Barros

Currently working on Artificial Intelligence projects with a focus on NLP, RAG systems, and AI agents. Experienced in building end-to-end pipelines for document processing, hybrid retrieval, and LLM-based applications, bridging academic research with real-world systems.

  • Computer Science student at the Federal University of GoiĂĄs.
  • Machine Learning Engineer at the Center of Excellence in Artificial Intelligence.
  • Undergraduate AI Researcher in Healthcare at the Informatics Institute.
  • Focused on applied AI, scalable systems, and research-driven development.

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Stack:

PythonNumPyPandasPyTorchScikit-learnHugging FaceTensorFlowMLflowDocker

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  1. power-rag power-rag Public

    Forked from buenofgustavo/desafio-agentes-nlp

    Hybrid RAG system for ANEEL documents, using BM25 + embeddings with LangGraph-based query expansion, multi-step retrieval, and FastAPI/Streamlit interface.

    Python

  2. nlp nlp Public

    Practical applications and experiments in Natural Language Processing, covering text preprocessing, embeddings, classification, and language models.

    Jupyter Notebook

  3. finml finml Public

    A repository dedicated to exploring the intersection between Finance and Machine Learning. This project includes experiments, models, and analyses focused on financial data.

    Jupyter Notebook

  4. gait-parkinsons-unsupervised gait-parkinsons-unsupervised Public

    Repository with undergraduate research experiments on unsupervised machine learning applied to gait data for neurodegenerative disease investigation.

    Jupyter Notebook

  5. spark-performance-analysis spark-performance-analysis Public

    Forked from gabrielsfg/Parallel-Computing

    This project was developed with the goal of applying concepts learned in the Parallel Computing course to a real Big Data scenario, using the U.S. traffic accidents dataset and the Apache Spark fra


    Jupyter Notebook 1

  6. rempture rempture Public

    Forked from tiagolcxt/REMPTURE

    Rempture is a 2D psychological horror platformer auto-runner, where light and shadow are not just visual effects, they are your only hope for survival.

    JavaScript