Coursework

Projects and references from college classes

Machine Learning

Homework assignments written in Python using Numpy and MatPlotLib:

• Introduce data analysis and Naive Bayes Classifiers.
• Linear Regression and Cross-Validation.
• Logistic Regression and Shattering.
• Clustering and Principle Component Analysis on human faces.

Capstone Game Project

Project written in C# in the Unity Game Engine

• Senior Game Project developed in a team of 6.
• Multiplayer Arcade game with full Xbox 360 Controller support and original art and sound assets
• Game developed under industry mentorship.

System Design

All programs written in C

• Implementation of C string library functions from strlen() to strtok().
• A Concurrent client and server.
• Multi-Threaded concurrent execution patterns.
• Implementation of Unix Shell that parses inout and executes commands.
• Implementation of fork() to create new processes.
• Implementation of 'ls' with various flags (such as ls-l).

Data Structures and Algorithms

All programs written in C++.

• Iterative and recursive functions to remove duplicate values in a linked list.
• Implementations of Selection, Merge and Radix Sorting algorithms.
• Various problems involving storing input from a text file into a Map.
• Implementations of Set, Queue and Priority Queue using linked lists.
• Implementations of a Map using a Binary Search Tree and Priority Queue using a Heap.
• Implementation of a Map using a Hash Table.
• Implement a Graph using a Hash Table and apply it to write Djikstra's Algorithm.

Advanced Computer Graphics

Projects written in C# in the Unity Game Engine, and Javascript with WebGL

• Unity Shader that simulates water ripples formed upon impact of a sphere with the water plane surface.
• WebGL lighting simulator using three shading methods to illuminate a 3D object.

Computer Graphics

Programs written in C++

• Implementations of a Restricted OpenGL Library (fewer functions).
• Phong Illumination model.
• Vertex and Fragment shader for shading and texture mapping.

Computer Music Programming

Projects created in Max MSP or written in Javascript with the Web Audio API

• Max Patch to play algorithmically composed pieces.
• Create a dubstep "wobble bass" using multiple control functions.
• Midi synthesizer.
• Basic sampler that binds samples to keyboard keys.
• Applications using the Javascript Web Audio API that demonstrate amplitude modulation, noise generation based on random values and timing in audio.

Intro to Computer Science

Programs written in Java or Racket

• Programs covering Classes, Inheritance, Linked Lists and Recursion with Linked List and Trees.
• Programs written with Racket to explore functional programming.

Parallel and Distributed Systems

Program written in C

• Multi-threaded solution to the Dining Philosopher's Problem.

Probability and Statistics

Homework assignments containing written problems as well as python code

• Baye's Rule
• Expectation and Conditional Independence
• Empirical Distributions
• Normal Distributions and Regression
• and Markov Chains.