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snknitin/README.md

🔱 Hello World 🤖



snknitin

A Jack-of-all-trades with a Masters in Computer Science and a minor in Data Science. I aim to be a generalist across all the sub fields of AI and am actively working towards it.

  • 💸 Staff Data Scientist @ Walmart Labs
  • 🎓 Google Scholar
  • 💭 Google Patents
  • 🧪 Graph Neural Networks, Reinforcement Learning, NLP, GenAI snknitin

🤝 Looking to collaborate on -

  • Novel research ideas to tackle unsolved problems in multiple domains
  • Open Source projects
  • Publishing Papers in ICML, Neurips
  • Discord Study Groups for ML-DL Reference Books
snknitin

📚 MOOCs I'm currently doing (in 2022) -

  • AI for Trading - Udacity Nanodegree,
  • FSDL - Full Stack Deep Learning
  • Fast.ai - Practical Deep Learning for Coders
  • Fast.ai2 - From Deep Learning Foundations to Stable Diffusion
  • Categories for AI (CatsforAI)
  • HuggingFace Transformers

Packages and Tools I'm proficient with :

Python PostgreSQL MySQL Docker Amazon AWS Google Cloud Git

🏆 GitHub Trophies


My alternative self (not necessarily in the sense of the many worlds interpretation) stepped off the hedonic treadmill but is still doing something cool and fun.

You can find miscellaneous details about this here

snknitin


📫 Other ways to reach me

You can visit my blogs, if you can find them

snknitin               

Pinterest


Pinned

  1. DeepfakeCapsuleGAN DeepfakeCapsuleGAN Public

    Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

    Jupyter Notebook 130 53

  2. shiftreduce_parser shiftreduce_parser Public

    Transition based dependency parser in PyTorch that can used be for scientific and biomedical literature

    Python 7 1

  3. Optical-Character-recognition-from-images-using-CRF Optical-Character-recognition-from-images-using-CRF Public

    Exploring an approach that bridges computer vision and natural language processing by jointly modeling the labels of sequences of noisy character images that form complete words. This is a natural …

    Jupyter Notebook 6 6

  4. Learning-from-Labeled-and-Unlabeled-Data-with-Label-Propagation Learning-from-Labeled-and-Unlabeled-Data-with-Label-Propagation Public

    Implementing the paper

    Python 13 5

  5. us-zipcode-distance us-zipcode-distance Public

    Code to create a Pairwise Zip code Distance Matrix and use an index lookup. This is a tiny utility I built, for use in my work, but I figured it might be helpful to anyone else dealing with zip/pos…

    Jupyter Notebook

  6. DQN_vs_DSR-Learning-on-Grid-based-domain-and-game-engines DQN_vs_DSR-Learning-on-Grid-based-domain-and-game-engines Public

    Using Successor Representation as a Reinforcement Learning framework approach on two diverse environments given raw pixel observations - from Mazebase and DOOM

    Python 2 1