Portfolio

Below are several projects that I have completed by myself and in collaboration with colleagues during my academic career.

Loan Approval Analysis

A short machine learning exercise using loan application and credit history data to predict whether a candidate is eligible for a loan.
Report

UniversityDB

A database design project in which I create a schema and relational databases for a mock university. The database is populated with students, faculty, courses as well as buildings.
Presentation

Air Quality Analysis

Using the EPA's national air quality data, my group and I examined different aspects of the dataset. We then drew conclusions based on questions we had regarding the data.
Presentation

SudokuAI

Using artificial intelligence techniques I created a Python script that was able to solve Sudoku puzzles.
Report

NYC Accident Analysis

Using data from the NYPD, I determined the major causes for accidents, the locations for frequent accidents as well as the time of day in which most accidents occur.
Report

Using IBM-Q to study and visualize ground state properties of the Su-Schrieffer-Heeger Model

IBM-Q is IBM's Quantum Cloud computer and I used a simple harmonic oscillator model to measure how well it stacks up compared to a classical computer. This is done by building logic gates on the quantum computer that resemble the numerical model on a classical computer. This research study was conducted by myself and my advisor at Brookhaven National Laboratory supported in part by the Department of Energy.
Publication
Thesis