Data Analytics · Business Intelligence · Information Systems
Hello! Welcome to my portfolio! I enjoy bringing together data, technology, and business to solve complex problems, uncover meaningful insights, and build solutions to make a difference. Listed below are a few academic projects, each with different types of programming and analytics.
University of Pennsylvania
Master of Applied Science in Computer Science
Pennsylvania State University
Bachelor of Science in Management Information Systems
Data Analytics · Machine Learning
Analyzed World Bank health indicators to identify factors associated with life expectancy. Cleaned and transformed large datasets, applied K-Means clustering, and evaluated regression models to predict life expectancy.
Python · Pandas · Scikit-learn · Matplotlib
Programming · Data Structures
Built a Java application to process and analyze 100 technology-related articles. Implemented object-oriented programming and analytical features for article search, trending topics, popularity analysis, and database statistics.
Java · Object-Oriented Programming · Data Structures · Eclipse
Database Management · Database Design
Built normalized tables with relational constraints to ensure data integrity and proper data loading for a sample hospital. Performed aggregation queries across multiple tables to analyze hospital operations and generate insights.
SQL · MySQL · ERD
Business Analysis · Process Consulting
Partnered with a small business client to review current operational processes, map improvements using EPC diagrams, and deliver a cost-benefit analysis of recommended software solutions.
Process Mapping · EPC Diagrams · Cost-Benefit Analysis