I'm a Brazilian Computer Vision Specialist and soon-to-be Master of Science in Artificial Intelligence, focused on researching Diffusion Models, Medical Imaging, and Generative AI. I work on projects involving medical image reconstruction, skin lesion classification, and image generation using generative models.
- Generative models (Diffusion, GANs, VAEs)
- Medical image classification with CNNs and ViTs
- Image denoising and reconstruction with diffusion
- Computational photography and image understanding
Listed below are some of the main projects I’ve worked on throughout my graduate studies
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🔬 Low-Dose CT Denoising with Diffusion
Custom noise scheduling for medical image reconstruction (SSIM, PSNR) -
💉 Skin Lesion Classification (ISIC/HAM10000)
CNNs, ViTs + diffusion-based data augmentation for melanoma detection -
🌅 HDR Image Reconstruction with GANs and Attention
Single-exposure HDR generation using adversarial training and attention mechanisms for realistic tone and detail restoration -
😷 Mask Detection via One-Class Classification
Face mask recognition using OCC and GANs in post-pandemic risk environments
Outside of computing, I’m a photography enthusiast passionate about creative and instant photography — a visual perspective I bring into my technical work as well.
If you're interested in collaborating, discussing research, or exploring new ideas, feel free to reach out on LinkedIn or email me.


