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Achievement: Pull Shark

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brenomchd/README.md

Howdy, I'm Breno 🤠

AI Engineer I at CEIA-UFG, researching reliable LLM-based agents, with experience in Machine Learning, RAG, and MLOps.

Role:.............. AI Engineer I
Organization:...... Center of Excellence in AI (CEIA-UFG)
Education:......... B.S. in Computer Science @ UFG (expected Dec. 2026)

Current Research:
• Reliable LLM-based Multi-Agent Systems
• AI research for Music and Audio
• Agent Harnesses • Hierarchical Orchestration • MCP
• Context Engineering • Episodic Memory • Agentic RAG
• AgentOps • Trace-based Evaluation • Token-budget Comparisons

Selected Experience:
• ML Pipelines & Predictive Models for R&D @ CEIA
• Hybrid RAG: BM25 • Dense Embeddings • Cross-Encoder Reranking
• Unsupervised ML for Parkinson's Gait Analysis @ INF-UFG

Links:
• LinkedIn: linkedin.com/in/brenomchd
• Hugging Face: huggingface.co/brenomchd

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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. 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

  3. travel-agent travel-agent Public

    Forked from CEIA-UFG-GROUPS/agents

    Multi-agent corporate travel planner built for research, experimentation, and modern AI agent architectures.

    Python

  4. 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

  5. smart-warehouse smart-warehouse Public

    This project implements a Smart Warehouse system based on a distributed microservices architecture using Python, FastAPI and Docker.

    Python

  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