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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 img_processing_computer_vision Public

    Through MATLAB Computer Vision and Image Processing | Mathworks

    MATLAB 10 4

  2. ViT_MLP-Mixer_Comparison ViT_MLP-Mixer_Comparison Public

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

    Jupyter Notebook

  3. reinforcement_learning reinforcement_learning Public

    Reinforcement Learning Specialization | University of Alberta

    Jupyter Notebook 2

  4. MoCo_Self_Supervised MoCo_Self_Supervised Public

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

    Jupyter Notebook

  5. motion_planning motion_planning Public

    Autonomous Vehicle (AV) Motion Planning with Deep RL methods - DQN, PPO | Bayesian Optimization Parameter Search

    Jupyter Notebook

  6. autonomous_vehicle_systems autonomous_vehicle_systems Public

    Autonomous Vehicle System Modelling | Perception | Prediction | Planning |

    Jupyter Notebook

点击 这是indexloc提供的php浏览器服务，不要输入任何密码和下载