Title here
Summary here
Projects
A collection of personal projects, and misc side work
Neural Network from Scratch: MLP Implementation
A pure NumPy implementation of a Multilayer Perceptron with custom backpropagation and swappable optimizers
Unsupervised Learning: Classical Neural Networks
From-scratch implementation of Kohonen SOM, Oja's rule, and Hopfield networks with comprehensive evaluation metrics
Neural Network AutoEncoders
A fully custom implementation of AutoEncoders and Variational AutoEncoders built from the ground up in NumPy
EduCampus
A full-stack educational management platform built on clean multi-layered Spring MVC architecture
Pedestrian Dynamics Simulation
A high-performance bidirectional crowd simulation implementing the Anticipatory Collision Avoidance algorithm
Metropolis-Monte Carlo Voting Model
A Metropolis-Monte Carlo simulation modeling opinion dynamics on a 2D lattice grid with phase transition analysis
Molecular Dynamics Simulator
A high-performance molecular dynamics simulation engine comparing Beeman, Verlet, and Gear Predictor-Corrector integration algorithms
Sokoban Search Solver
A sophisticated AI-powered Sokoban puzzle solver implementing a plugin-based search architecture with five different pathfinding algorithms
Genetic Image Approximation Engine
A custom-built genetic algorithm that evolves populations of semi-transparent triangles to reconstruct target images with artistic fidelity
Compiler-Based JavaScript Minifier
A Javascript minifier written in C, using a Flex-Bison Compiler