01pooja10 / medgen Goto Github PK

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:

• LinkedIn
• Kaggle
• Medium

📫 How to reach me: [email protected]