Open Source Repositories

A comprehensive repository dedicated to recreating popular machine learning models from scratch using only Python and NumPy.

Implementation of Retrieval-Augmented Generation (RAG) using Knowledge Graphs for enhanced context retrieval in LLMs.

A quantitative finance tool for portfolio management and risk analysis utilizing Monte Carlo simulations.

A specialized CLI application designed to automate social media management and interaction tasks.

A collection of deep dives and implementations of various Reinforcement Learning algorithms and environments.

Interactive visualization and optimizer analysis tool to monitor gradient flow in deep neural networks.