My notes from the SLAM course at University of Bonne, available on YouTube

This is a reimplementation of a vision tranformer, using only C. For educational purposes!

Recreating Andrej Karpathy's llama2.c project for my own educational purposes

Reproducing the llama2 code (for educational purposes)

Implementing the transformer architecture from "Attention is All You Need", following "The Annotated Transformer" guide

A project to create a satellite-deployable computer vision model which can accurately extract areas in Australia which are experiencing bushfires.

Writing an LSTM from scratch (educational purposes)

That detects and extracts number plates from images and videos

My lecture notes for Computer Vision at The University of Melbourne.

My notes for COMP90051 Statistical Machine Learning at University of Melbourne

a CNN that classifies 75 different species of butterfly images with usage of data augmentation

A topological search algorithm for resizing images without noticeable effects of distortion

An implementation of the Wheels Burrow Data Compressor in Java

Various algorithms for Markov's Decision Process and Reinforcement Learning in a grid world and in Pacman, including Value Iteration, Q Learning and Approximate Q-Learning

Various search algorithms in Pacman for finding optimal moves when dealing with adversarial agents, mainly minimax (including alpha beta pruning) and expectimax

This is a few algorithms playing with uninformed and informed search for AI - mainly using BFS, DFS, Uniform Cost Search, and A* Search

A 2D platformer game loosely based off of Super Mario and the Snowy Mountains (my first ever program).