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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

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)

Open for collaborations on Machine Learning Research Projects and Cool Open Source Project Ideas..

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

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  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. 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

  4. NormVAE-Neuroimaging NormVAE-Neuroimaging Public

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

    Python 4

  5. Real-Time-Face-Recognition-System Real-Time-Face-Recognition-System Public

    An End-to-End Real-Time Face recognition built using FaceNet Model Deployed with Streamlit UI and Flask API

    Python 1

  6. OmnixRL OmnixRL Public

    OmnixRL is a Deep RL Library in JAX Framework inspired from "SpinningUp in Deep RL" openAI resource

    Python 1