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01pooja10/README.md

Hi there 👋

About Me: I am Pooja Ravi, a curious graduate (MScAC) student at the University of Toronto and a 2023-24 Vector Scholar in Artificial Intelligence. I am invested in Computer Vision and the impact it can create in the real world. I’m currently working as a Machine Learning engineer at 16Bit which is an AI start-up company building vision-based solutions using medical imaging data. I am also involved in projects revolving around 3D Vision and Generative AI as part of my coursework in Computational Imaging and ML for healthcare courses at UofT. I am a Deep Learning Researcher with excellent communication skills, both written and oral. I have published 4 research papers for three of which I was the first author.

Noteworthy projects:

  • Sketch-to-Shoe - A research project that uses pix2pix GAN to turn sketches of shoes into realistic versions of the same
  • SimpleGAN - Recreation of the MNIST GAN from scratch
  • MedGen - A seq2seq model for automatic chest x-ray report generation
  • SteerSecure - A driver safety app that monitors drowsiness and distraction among drivers
  • EasyDocs - A student-friendly application that can summarize documents, recognize text and images and convert text/PDF to audio books. Check out my other projects here

My Tech Stack:

  • Pytorch
  • Tensorflow and Keras
  • Matplotlib, Numpy
  • NLTK
  • streamlit
  • OpenCV
  • Pandas

My Other Profiles:

📫 How to reach me: [email protected]

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  1. Sketch-to-Shoe Sketch-to-Shoe Public

    Project Sketch-to-Shoe is a thorough yet comprehensible reimplementation of the pix2pix GAN paper. It adheres to the PyTorch framework and is trained on various sketches/images of shoes. To sum it …

    Python 7 1

  2. ViT_pytorch ViT_pytorch Public

    Coding a vision transformer from scratch using python's pytorch framework.

    Python 1

  3. SteerSecure SteerSecure Public

    Driver safety and security

    Python 10 1

  4. MedGen MedGen Public

    Official submission to MIC's ResCon 1.0: Generate a detailed medical report by analyzing images of chest x-rays.

    Jupyter Notebook 6 4

  5. Muralscape Muralscape Public

    A Neural Style Transfer project that takes in an image along with a style of painting , combines the two in order to produce a beautiful, ultra-realistic image that consists of the target image ren…

    Python 1

  6. Movie-Recommender-System Movie-Recommender-System Public

    User based collaborative filtering and content based filtering algorithms have been used to recommend movies similar to the input provided by the user.

    Python 3 1