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k-karna/README.md

Hi there! 👋

I am Konark Karna, a Data Scientist 🇮🇳 🇬🇧

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🔭 I’m continuously improving on my knowledge base and skills with everything AI - Deep Learning, Computer Vision, (Deep) Reinforcement Learning, Self-Supervised Learning or Human-Machine Interaction
🌱 I’m currently learning Bayesian Reasoning and Machine Learning 🤖 from the David Barber's book
✍️ I’m looking forward to a Research / PhD position.🤞
📚: Read my notes on DL / SSL / CV / RL here : k-karna.github.io/notes
🏞️ Tableau vizzies

🧑‍💻 Tech Skills 🛫

Programming Language Libraries/Framework Others
Python NumPy Pandas Tableau
C++ scikit-learn SciPy LaTeX
MATLAB Tensorflow
PyTorch

Artificial Intelligence Mathematical Background

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  1. img_processing_computer_vision Public

    Through MATLAB Computer Vision and Image Processing | Mathworks

    MATLAB 10 5

  2. tensorflow2_dl Public

    Tensorflow 2: for Deep Learning Specialization | Imperial College London

    Jupyter Notebook

  3. reinforcement_learning Public

    Reinforcement Learning Specialization | University of Alberta

    Jupyter Notebook 2

  4. MoCo_Self_Supervised Public

    Momentum Contrast (MoCo) Self Supervised Learning on STL-10 dataset. PyTorch implementation

    Jupyter Notebook

  5. multivariable_calculus Public

    Solutions to Multivariable Calculus by Don Shimamoto | Solved step by step through LaTeX

    Jupyter Notebook 1

  6. ViT_MLP-Mixer_Comparison Public

    Vision Transformer (ViT) and MLP-Mixer Comparison | CIFAR10 | PyTorch

    Jupyter Notebook

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March 2025

Created 8 commits in 3 repositories
Created 2 repositories
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