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sayannath/README.md

Group 18

About

Hello! I am Sayan Nath. I am an MSc student and a Research Assistant at the University of Calgary. I have completed my Undergraduate degree at Kalinga Institute of Industrial Technology (KIIT). I did Google Summer of Code in 2021 and 2022 at TensorFlow. I was a Machine Learning Engineer at Scaler, Blend, Codebugged, and Juppiter Labs AI, led the GDSC KIIT, former President of the CodeChef KIIT Chapter and Former Machine Learning Lead at IoT Lab. I was also selected as a Mentor at Google Developer Program Exchange. My other interests aside from Machine Learning are Backend Development and DevOps.

GitHub Twitter LinkedIn Gmail

🧭 Timeline

🔭 I’m currently working on

  • AutoML and Fairness of Machine Learning models
  • Stable diffusion and Generative AI
  • Model Optimisation and Quantisation with Tensorflow

🌱 I’m currently learning

  • Generative AI
  • LLM

👯 I’m looking to collaborate on

  • For doing projects on Computer Vision
  • For doing Research Papers.
  • For doing projects related to TF-Lite.

👨 Social

  1. LinkedIn
  2. Portfolio
  3. YouTube
  4. CodeChef
  5. Instagram
  6. Twitter
  7. FaceBook

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  1. MobileViT-GSoC MobileViT-GSoC Public

    Implementation of MobileViT in TensorFlow and Keras

    Jupyter Notebook 11 3

  2. GSoC-Project-2021 GSoC-Project-2021 Public

    TensorFlow Lite Object Detection Android Demo

    Java 8 4

  3. Blood-Cell-Detection-TFOD-2.0 Blood-Cell-Detection-TFOD-2.0 Public

    Using TensorFlow Object Detection API to detect blood cells

    Jupyter Notebook 5 1

  4. American-Sign-Language-Detection American-Sign-Language-Detection Public

    American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

    Jupyter Notebook 20 3

  5. MIRNet-Flutter MIRNet-Flutter Public

    MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

    Dart 22 2

  6. Zero-DCE-TFLite Zero-DCE-TFLite Public

    Conversion of TF-Lite model from ZERO-DCE model

    Jupyter Notebook 5