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Lays dos Santos Pinheiro

MSc Student - Nuclear Engineering Program (PEN/COPPE) · Universidade Federal do Rio de Janeiro

https://researchid.co/l.psaints
@ufrj.br
1Google Scholar Citations
1Google Scholar h-index

Research Interests

LLM Orchestration, Autonomous AI Agents, Multi-Agent Systems, Local Inference Stacks (Ollama), UAV Automation, and Neural Networks.

Biography

Lays Pinheiro is an AI Systems Engineer and researcher specialized in LLM Orchestration, Autonomous Agents, and Computer Vision. Currently pursuing a Master’s degree in Nuclear Engineering at UFRJ, she bridges the gap between complex physical systems and cutting-edge artificial intelligence. As an engineer at Stella Tecnologia, she designs on-premise AI infrastructure for defense and UAV systems, focusing on local LLM inference and multi-agent orchestration. As the founder of NexusClaw, she develops autonomous AI workflows for business automation across several verticals, including legal and marketing. Her background includes research in data science for medical imaging and industrial automation, with multiple publications in medical informatics. Her expertise lies in building privacy-first, high-performance AI systems that operate autonomously in complex environments.

Education

MSc in Nuclear Engineering (Ongoing, 2026–2027) - COPPE/UFRJ, Brazil. Bachelor in Medical Physics (2020–2025) - Federal University of Rio de Janeiro (UFRJ), Brazil. Focus on neural networks and medical data analysis.

Recent Google Scholar Publications

  1. Internações oncológicas femininas: Um estudo sobre câncer de mama e colo uterino
    Journal of Medical and Biosciences Research 2 (1), 102-110 , 2025, 2025
  2. Terapias neurocirúrgicas para tumores cerebrais Gliomatosos: comparação entre ressecção convencional e abordagens guiadas por imagem
    Journal of Medical and Biosciences Research 1 (4), 656-665 , 2024, 2024
  3. Estudo das Neoplasias Malignas do Sistema Digestório no Brasil: Análise de dados de Hospitalização e Mortalidade de 2018 a 2023
    Journal of Medical and Biosciences Research 1 (4), 510-519 , 2024, 2024 | Citations: 1.0

Research Outputs

NexusClaw AI: An autonomous multi-agent ecosystem for business automation. OpenClaw Framework: Open-source tool for autonomous digital presence. SENTINEL: Computer vision module for facial recognition and surveillance in defense systems.

Grants / Consultancy

Scientific Initiation Fellowship (Petrobras/COPPE): Research grant for data analysis and computer vision development (2022-2023).

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