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sergiocanar/README.md

Hi there, I'm Sergio Andrés Cañar Lozano 👋

Welcome to my GitHub profile! 🚀


🔬 About Me

  • 🌱 Biomedical Engineering student at Universidad de los Andes, passionate about merging technology and healthcare.
  • 🤖 Focused on Artificial Intelligence, Computer Vision, and Social Robotics.
  • 💼 Working on real-world projects, including portable devices for accessibility and health management.
  • 🎓 Exploring 3D reconstruction and advanced AI models through courses and research.
  • 🤝 Open to collaborating on machine learning, computer vision, robotics, and health tech projects.
  • ⚡ Fun fact: I enjoy coding, problem-solving, and creating tools that positively impact lives. And I'm a Scuderia Ferrari fan ❤️

🚀 My Skills

Languages:
Python Java JavaScript

AI & ML Frameworks:
PyTorch MONAI Scikit-learn

Web Development:
HTML

Tools & Platforms:
Git Linux Arduino


📌 Featured Projects

🧠 SegFormer3D Segmentation on BraTS2018

🔗 GitHub Repository
📌 Multi-class tumor segmentation using the BraTS2018 dataset with the SegFormer 3D architecture. Developed for advanced tumor visualization. Created using models from the OSU Photogrammetric Computer Vision Lab.

🤖 Pepper Robot Perception

🔗 GitHub Repository
📌 Enhanced autonomy in social robotics by integrating computer vision tools for the Pepper Robot. Developed during my time at SinfonIA Uniandes.

🎭 Adversarial Machine Learning: FGSM in Face Recognition

🔗 GitHub Repository
📌 Fast Gradient Sign Method (FGSM) attack on face recognition models. Developed as part of Project ML for Engineering - Group 1, in collaboration with Juan Camilo Rojas Hernández, Wilman Sánchez Hernández. Explores the impact of adversarial attacks on facial recognition models using ResNet architectures.


📊 GitHub Stats

GitHub Stats Top Languages


🔗 Connect with Me

LinkedIn
Twitter/X
Email


📢 Looking for collaborations? Feel free to reach out! Let's build something amazing together. 🚀

Popular repositories Loading

  1. Lab-Programaci-n-Cientifica-1- Lab-Programaci-n-Cientifica-1- Public

  2. Lab-programaci-n-1 Lab-programaci-n-1 Public

    Jupyter Notebook

  3. SegFormer3D_baseline SegFormer3D_baseline Public

    Forked from OSUPCVLab/SegFormer3D

    Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPRW 2024)

    Python

  4. FGSM_Faces FGSM_Faces Public

    Jupyter Notebook

  5. sergiocanar sergiocanar Public

  6. ConfLUNet ConfLUNet Public

    Forked from maxencewynen/ConfLUNet

    Python

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