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JimWid/README.md

Hey you, yes you...

I am an undergrad doing a BS in Computer Science and BA in Mathematics. I like to build deep neural networks. I am planning to specialize in Computer Vision to get in the field of Autonomous Vehicles. Pretty much self-taught but there is no much pride in it when is the minimum you have to do nowadays.

Projects I am proud of:

  • Rubiks Cube Detector and Solver
  • Transformer from Scratch
  • Neural Networks

Always trying to learn

Contact Me:

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  1. Transformer-From-Scratch Transformer-From-Scratch Public

    Transformer from Scratch with PyTorch. Includes training loops and testing trained models. Used for Classification, Text Generation, and Translation. To deeply understand how transformers work unde…

    Jupyter Notebook 1

  2. Rubiks_Cube_Solver Rubiks_Cube_Solver Public

    Computer Vision webapp to detect and solve physical Rubik's Cubes in real time. Using a fine-tuned YOLO model in ONNX. Deployed in Vercel.

    TypeScript 5 1

  3. ViT_vs_CNN ViT_vs_CNN Public

    Research that investigates ViT's vs CNN's models in fine-tuning under limited data conditions. A HuggingFace ViT model + training pipeline and Pytorch RestNet-18 CNN model.

    Jupyter Notebook

  4. Neural_Networks Neural_Networks Public

    Neural Networks from Scratch! To finally understand deep learning models conceptually and how math translates to code!

    Python

  5. Churn-Prediction-System Churn-Prediction-System Public

    Machine Learning model that predicts customer churn using real telecom data. Performing EDA, model training, evaluation, and a Streamlit app for deployment.

    Jupyter Notebook

  6. Lost-And-Found Lost-And-Found Public

    Full-Stack website to automate reports of lost items, for university use.

    TypeScript 1 1