Projects


Machine Learning with Bank of America

A credit card fraud detection program that utilized 284,807 real credit card transactions by European cardholders in September 2013. This website empowers business owners by allowing users to upload a record of cc transactions to catch anomalies.

Predicting Wine Quality using Machine Learning

Exploring the relationship between the physicochemical properties of wine (e.g. fixed acidity, volatile acidity, pH, alcohol, chlorides, and others) and the quality of wine. My trained machine learning model achieved an accuracy score of 80-85%.

Experimentation and Data Analysis with OpenPose

My capstone project where I studied a open-source library called the OpenPose, which was developed by the CMU Perceptual Computing Lab that is capable of jointly detecting many human bodies in a given input (image, video, webcam). My project consists of performing data analysis of the OpenPose output and studying how occlusions are formed and when occlusions appear the most.

Code for Good with JPMorgan Chase & Co.

A web and mobile application for International Rescue Committee that provides communication portal for fieldworkers in countries undergoing wars, conflicts, and natural disasters. The communication portal includes emergency alert, contact list, local news, check-ins, and messaging.

Data Visualization using New York City 311's Complaint Dataset

A dashboard allowing users to filter the 311 complaint types and time to observe and locate complainitive neighborhoods in NYC in categories such as parking, garbage, flooding, rodent, etc.

JobQuest

A web-based social platform that offers centralized solutions for job seekers (interactive forum, job application log, interview preparation, and a resouce page). Demo Night Video!

Buy Rent Sell

A web-based social e-commerce platform that allows registered users to buy, rent, and sell items.

Awkscape

A android wearable application that enables users to escape awkward situations by stimulating fake calls using easy hand gestures. Hackathon Demo!