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AI
Neural Network from Scratch: MLP Implementation
A pure NumPy implementation of a Multilayer Perceptron with custom backpropagation and swappable optimizers
January 18, 20251 minute
Unsupervised Learning: Classical Neural Networks
From-scratch implementation of Kohonen SOM, Oja's rule, and Hopfield networks with comprehensive evaluation metrics
October 29, 20251 minute
Neural Network AutoEncoders
A fully custom implementation of AutoEncoders and Variational AutoEncoders built from the ground up in NumPy
November 25, 20251 minute
Sokoban Search Solver
A sophisticated AI-powered Sokoban puzzle solver implementing a plugin-based search architecture with five different pathfinding algorithms
August 28, 20251 minute
Genetic Image Approximation Engine
A custom-built genetic algorithm that evolves populations of semi-transparent triangles to reconstruct target images with artistic fidelity
September 16, 20251 minute
AI Will Rewire Our Commercial DNA
How autonomous AI agents are transforming online shopping from an emotional experience into a purely logical transaction, and what it means for brand loyalty.
November 22, 20254 minutes