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👋Hi, I'm Jaydeep Chauhan

I'm a AI researcher and Machine Learning Engineer, I love solving real world problems using AI(actively participating in kaggle competitions) and I'm very passionate about understanding and visualizing ML algorithms. My long term goal is to create ML models which are robust, could able to learn from a very few samples, generalize beyond iid settings and can do high level reasoning about the world.

  • 🔭 I’m currently doing a Masters Thesis on generalization under distributional shifts, disentanglement and causality in deep learning.
  • 🌱 I’m currently pursuing Masters in Computer Science from Indiana University Bloomington.
  • 👯 I’m looking to collaborate on research problems that I mentioned above.
  • 🤔 I’m looking for full time roles in ML Research scientist, CV/ML/NLP Engineer starting summer 2023.
  • 🎸 In my free time, you can find me playing riffs on guitar, excercising, reading fictions, cooking and watching F1/Cricket.
  • 😄 Pronouns: He/him/his.

Connect with me

Jaydeep's Projects

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

auto-regressive-models icon auto-regressive-models

The implementation of auto regressive models such as PixelCNN and GatedPixelCNN on stanford dog dataset.

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

dalle-mini icon dalle-mini

DALL·E Mini - Generate images from a text prompt

evanca-quick-portfolio icon evanca-quick-portfolio

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

functorch icon functorch

functorch is JAX-like composable function transforms for PyTorch.

gans icon gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

makemore icon makemore

An autoregressive character-level language model for making more things

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