Projects
VM-UNet 3D
3D adaptation of VM-UNet with Mamba blocks for brain MRI segmentation (BraTS2021), integrated into nnU-Net v2.
View on GitHub
Endless Runner (Unity)
Complete 3D runner game with multiple stages, custom UI/UX, and full flow (menu → stage select → gameplay → game over).
View on GitHub
Narrow AI — Tourism Assistant
Specialized NLP for touristic applications with multilingual intent detection and entity extraction.
Demo / Repo
Gaussian Splatting & Volumetric Capture
Real-time 3D/4D radiance field reconstruction using SfM and multi-view alignment. Implemented a full Gaussian Splatting pipeline with opacity and densification control for dynamic volumetric scenes.
Details
Iniciação Científica — Biomedical IoT
Developed a non-invasive wearable prototype for early cardiac anomaly detection, integrating sensor data acquisition, real-time monitoring, and Machine Learning algorithms for anomalies detection using Python.
Details
Hackathon Project
Non-invasive diabetes monitoring platform using AI and cloud microservices; built end-to-end (API, frontend, data pipeline).
Case / RepoMy Experience
Research Internship — Medical Image Segmentation
Student Researcher — Medical Imaging
- Built a 3D VM-UNet within nnU-Net v2 on BraTS2021; ran ablations with Mamba blocks.
- Set up a reproducible pipeline (preprocessing, augmentation, experiment tracking; metrics Dice/HD95).
- Key project: VM-UNet 3D (see Projects).
Scientific Initiation — Biomedical IoT
Wearable for the non-invasive detection of cardiac anomalies.
- Acquisition and signal analysis in Python with ML baselines.
Awards
Projet Cassiopée — Winner (IP Paris)
Achieved the 2nd highest score among 100+ teams at IP Paris. The project evaluated and developed Mamba-based neural architectures for 3D brain tumor segmentation within the nnU-Net framework. details
Brazilian Stage Winner — Health Systems Innovation Lab (Harvard)
Non-invasive diabetes detection MVP built in 48h; role: ML/Backend; pitched to jury.
Skills
Languages
- Portuguese — Native
- English — C1
- French — B2
- Spanish — B1
- German — A1