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  • Arequipa, Peru.

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texsmv/README.md

👋 Hello, I'm Alexis Aldo Mendoza Villarroel

I am a PhD student at the Computer Institute of UNICAMP in Brazil, specializing in the application of machine learning to health-related projects. My current research focuses on using wearable signals to detect sedentarism and measure activity intensity. 👨‍💻 About Me

Nationality: Peruvian 🇵🇪
Location: Currently living in São Paulo, Brazil 🇧🇷
Education:
    B.Sc. in Computer Science
    M.Sc. in Computer Science from UNICAMP, Brazil
    Currently pursuing a PhD at the Computer Institute, UNICAMP, Brazil

🧠 Research Interests

Machine Learning: I enjoy exploring various machine learning techniques to solve real-world problems.
Deep Learning: I have a passion for deep learning, particularly when it comes to working with signals and 3D data (point clouds).
Computer Vision: I'm fascinated by the potential of computer vision and its applications in various fields.

🔬 Current Projects

  1. Wearable Signals for Health

    Objective: Detect sedentarism and measure activity intensity using signals from wearable devices. Techniques: Machine learning models, signal processing, time-series analysis.

🛠 Skills

Programming Languages: Python, C, C++
Frameworks and Libraries: TensorFlow, PyTorch, scikit-learn, NumPy, Pandas
Tools: Jupyter Notebooks, Git
Specialties: Signal Processing, Time-Series Analysis, Point Clouds, Computer Vision

Pinned Loading

  1. wisenetMD wisenetMD Public

    cuda implementation of paper "WisenetMD: Motion Detection Using Dynamic Background Region Analysis"

    Cuda 4 1

  2. emotion_vis emotion_vis Public

    emotion visualization server

    JavaScript 1

  3. lsbp_background_subtraction lsbp_background_subtraction Public

    Background subtraction on cuda using texture and color descriptors.

    C++

  4. rgbd_dense_recostruction rgbd_dense_recostruction Public

    C++

  5. lol_recommender lol_recommender Public

    C++

  6. point_cloud_reconstruction point_cloud_reconstruction Public

    Point cloud reconstruction

    C++ 2 2