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umar07/readme.md

Hi, I'm Umar! 👋

I am a researcher and developer in the field of AI/ML, having ample experience working with multimedia data. I have advanced knowledge of Machine Learning and Deep Learning, building from first principles.
Currently, I am based in Toronto, Canada 🍁.

🧠 Expertise & Interests 🌱

  • Machine Learning and Deep Learning
  • Multimedia Data Processing
  • Vision + Language AI (VLMs, LLMs), Generative Modeling (Diffusion), etc.

📚 Education

  • University of Toronto: MSc in Applied Computing, major in AI.
  • JMI University: Bachelors in Computer Engineering.

💼 Background

  • Past ML Research Intern at Samsung AI Center Toronto: Improved smartphone camera technology using AI. Submitted a paper/patent in review (CVPR 2025).

  • Academic Research Internships:

    • Ulm University, Germany. Spent two months in-person.
    • ENS-PSL, France.
    • IISc Bangalore, India.
    • IIIT - Allahabad, India.

    Five publications so far, including one in ECCV Workshop 2022, worked with large-scale data (>2.1M), curated and open-sourced synthetic dataset that got >1300 downloads on Kaggle so far.

🤝 Let's Connect

  • LinkedIn: Umar Masud
  • Email: [um71000][at][gmail.com]

Feel free to explore my repositories and reach out if you have any questions or collaboration ideas!

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  1. Visual-RAG Visual-RAG Public

    System for intelligent gallery search that combines image and metadata reasoning capabilities using multimodal embedding/VLMs

    Jupyter Notebook

  2. udc-image-enhancement udc-image-enhancement Public

    Forked from farazali7/udc-image-enhancement

    Under Display Camera (UDC) image restoration via Knowledge Distillation & Diffusion models

    Python

  3. ML_Projects ML_Projects Public

    Machine Learning projects and paper implementations using publicly available datasets.

    3

  4. DL_Projects DL_Projects Public

    Deep Learning projects based on Computer Vision applications.

    4

  5. OpenCV-Projects OpenCV-Projects Public

    A collection of OpenCV projects

    18 9

  6. JMI-CSE-CV-LAB/SCS-Net_Face_Mask_Detection JMI-CSE-CV-LAB/SCS-Net_Face_Mask_Detection Public

    Python