Note: School projects will not have code publicly available. Click on images to see more.
Gitlet
Command line version control system implementing essential features of Git. Handles the reading and
writing of files, viewing their histories, maintaining related branches of commits, and the merging of changes in one branch
to another.
Spec ›
AI Pac-Man
Pac-Man projects which involve utilizing various AI methods to play Pac-Man. However, the main goal of
these projects is not to create AI specifically for video games but to impart essential AI principles
like informed state-space search, probabilistic inference, and reinforcement learning. Topics covered in
these include search, logic, multiagent search, reinforcement learning, Bayesian networks, and machine
learning.
Spec ›
Machine Learning Models
This project consisted of implementing the perceptron algorithm, neural network, and recurrent neural network models to approximate sinusoidal functions, recognize handwritten digits, and classify natural languages.
Spec ›
2048
Core logic of the game 2048, a single-player computer game written by Gabriele Cirulli, including the
handling of a variety of possible key-presses by the player and their effects on aspects of the game
including score, board layout and tile values.
Spec ›
2D Tile World Generator
Engine for generating random, expansive worlds in which the user is able to explore and interact. Worlds are generated using randomly positioned rooms and the connecting paths between them are made with A* search using Manhattan distance as a heuristic.
Spec ›
SIXT33N: Voice Controlled Car
Car that recognizes voice commands and reacts accordingly. Uses a Texas Instruments microcontroller and
microphone to record commands, filter noisy input, and implements a classifier based on singular value decomposition and principal component analysis to identify the vocal command issued.
