The nft.storage from smpurkis

Hello there, my name is Sam 👋

I'm constantly learning and tinkering with Artificial Intelligence 🤖 and Machine Learning, example.
I am currently learning PyTorch 🔥, as I've found TensorFlow a bit buggy 🐛.
I am learning more Javascript, to show more of what AI can do, simple example.
I'm also learning Rust, mainly as I'm interested in WebAssembly (Wasm).
I love Python (the best language 🐍), and enjoy seeing what I can do with it and increasing its performance.
I would like to contribute to more open source projects 😄.

Face Detection from Scratch - Face detection using Yolo architecture from scratch. Uses Pytorch/Pytorch Lightning as the ML framework
Chess CNN - Convolutional Neural Network trained using supervised learning on grandmaster chess players (sourced from Lichess). Uses Keras.
Animal Population Simulation - Population simulation of "foxes", "pigs" and "grass" to see how the patterns change with initial conditions and hyperparameters. Uses Numpy and OOP practices.
Face Detection App - Fun little project, overlays swag glasses on the face. Built using Kivy (cross platform, mobile and desktop) and OpenCV.
Fast Json Normalize - A fast implementation of json_normalize function in Pandas (has been merged, see here).
Auto Beatsage - Gluing together YouTube to Beatsage with my Oculus Quest to add any YouTube song as a Beatsaber song.
Autocompile - Declarator to compile and speed up a function with Cython harnessing the type hints for type information. Uses Cython.
Crypto Price Dashboard - (WIP) Dashboard showing the price of different cryptocurrencies over time. Uses APIs and Dash.
Doorbell project - (WIP) A smart doorbell that announces who is at the door as they approach (e.g. Amazon delivery, Mother in Law)
PyTorch Playground - Collection of Colab Notebooks of me exploring different aspects of ML and PyTorch
Data Science with Python - A readme I made for a friend giving description of different Python libraries used for Data Science

Motion controlled Snake - Motion controlled snake game uses webcam. Build using React and TensorFlow JS.
Dota Heroes Website - Information website of Dota Heroes, using multiple APIs. Build using Svelte.