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ArkaJU/README.md

Hi there πŸ‘‹ I'm Arka

I build AI products for a living, with a strong foundation in machine learning research since my undergraduate days.
My work has been published in venues like MICCAI, where I contributed to research in medical imaging.

πŸ”§ What I’m Working On

  • πŸ”­ Designing enterprise-grade ML systems on AWS, GCP, and Azure
  • πŸ€– Deep-diving into Large Language Models (LLMs) – open to collaborations and discussions!
  • 🧠 Sharpening my system design skills and architecture thinking

πŸ“« Get in touch!

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  1. U-Net-Satellite U-Net-Satellite Public

    Road Detection from satellite images using U-Net.

    Jupyter Notebook 56 11

  2. Image-Colorization-CycleGAN Image-Colorization-CycleGAN Public

    Colorization of grayscale images using CycleGAN in TensorFlow.

    Python 20 5

  3. Real-Time-Recurrent-Learning Real-Time-Recurrent-Learning Public

    RNN based design of a Controller for a Multi-Input Multi-Output (MIMO) System.

    Jupyter Notebook 20 2

  4. SegNet---Chromosome SegNet---Chromosome Public

    Separating Overlapping Chromosomes with SegNet.

    Python 13 1

  5. Sketch-Retrieval---Siamese Sketch-Retrieval---Siamese Public

    Image retrieval using hand-free sketches.

    Jupyter Notebook 5 1

  6. OCT-Denoising OCT-Denoising Public

    MICCAI Ophthalmic Medical Image Analysis 2022 publication code

    Python 7 1