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sandeshkatakam/README.md

Hi, I'm Sandesh Katakam

Currently a BS-MS Mathematics Major(with a Minor in Computer Science) student at IISER Berhampur. I am broadly interested in Machine Learning Research

Find me on:

LinkedIn Twitter

Reddit Mastodon

Some stuff about me:

Research Interests:

  • Reinforcement Learning and Sequential Decision Making

  • Neural Differential Equations

  • Unsupervised Learning and Self Supervised Learning

  • Foundation Models for Reinforcement Learning

  • Machine Learning Systems(MLSys) and Systems for Machine Learning(SysML)

    I am looking to collaborate on Machine Learning Research Projects in the above research domains mentioned and Cool Open Source Projects in the Machine learning Space

Fun Fact: I am an avid enthusiast of Touch Typing on QWERTY (Consistently recording over 120+ WPM)

Stats on GitHub

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My Tech Stack

Programming languages

Python  Julia  C  C++  JavaScript  Matlab  bash 

rust 

Scientific Computing and Machine Learning libraries and Frameworks

NumPy  SciPy  Pandas  TensorFlow  PyTorch  Flux.jl  Scikit-learn 

Web Devlopment Tools

JavaScript  CSS  HTML  Django  Flask 

DevOps and MLOps Tools:

Docker  GitHub  Google Cloud 

Other Tools:

Linux OS  Vim  LaTeX 

Pinned

  1. ML-AlgorithmsKit ML-AlgorithmsKit Public

    Implementation of standard ML Algorithms from scratch using Numpy

    Python 2

  2. jaxgenesis jaxgenesis Public

    A Library for Generative Models in JAX deep learning framework

    Jupyter Notebook 1

  3. Machine-Learning-Blog Machine-Learning-Blog Public

    My Machine Learning Blog

    Svelte 1

  4. SpinningUp-RL-JAX SpinningUp-RL-JAX Public

    Clone of OpenAI Spinning Up RL Algorithms implemented in JAX

    Python

  5. kaggle-clouds-segmentation-challenge kaggle-clouds-segmentation-challenge Public

    This repository hosts the code for the kaggle challenge: "Understanding Clouds from Satellite Images"

    Python 1

  6. NormVAE-Neuroimaging NormVAE-Neuroimaging Public

    Code Implementation of VAE Model inspired from NormVAE Paper using PyTorch Framework on Custom dataset

    Python 4