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

• 🔬 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.