🧠 About Me
- 👨⚕️ M.D. – State University of Campinas (UNICAMP-SP)
- 🧠 Observer – Stanford School of Medicine (Neurosurgery)
- 🎓 M.Sc. in Neurosurgery – Epilepsy Research (IAMSPE-SP)
- 📊 Data Science Specialization – Aeronautics Institute of Technology (ITA-SP)
- 🧪 Passionate about merging medicine, AI, and research to drive real-world impact
- 🔍 Focused on generative AI agents, clinical NLP, and explainable medical models
- 🔍 Generative AI: LLMs, LangChain/LangGraph agents, RAG, VectorDB, Ollama, Llama-Index, Crew-AI
- 🧠 Computational Medicine: MRI, EEG, MEG signal analysis, clinical NLP, explainability
- 📊 Scientific Research: Statistical modeling, clinical data, and medical storytelling
| Domain | Description | Techs |
|---|---|---|
| 🧬 Medical Agents | Chatbots, multi-agent planners, RAGs for medical evidence retrieval | LangGraph Llama-Index Crew-AI Python VectorDB |
| 📊 AdenoPredict | MRI-based prediction of macroadenoma consistency with explainability | SVM KNN Decision Tree XGBoost SHAP Random Forest Python |
| 📱 WhatsApp Summarizer | Group summarizer bot using Baileys + Ollama with reading time estimate | Node.js Python LLM Ollama |
| 🧠 EEG Alzheimer Detection | EEG for topological and inferential analysis for Alzheimer's prediction applied to the OpenNeuro Dataset | MNE Pytorch SVM Decision Tree |
🧠
Machine Learning Prediction of Pituitary Macroadenoma Consistency: Utilizing Demographic Data and Brain MRI Parameters
— Journal of Imaging Informatics in Medicine, 2025
🔌
Callosotomy vs Vagus Nerve Stimulation in the Treatment of Lennox-Gastaut Syndrome: A Systematic Review With Meta-Analysis
— Neuromodulation, 2023
