Welcome to my portfolio! I'm a Data Science Master's student at the University of New Haven with a passion for machine learning, NLP, and cloud-based data engineering. I build intelligent systems that transform data into actionable insights.
Research Assistant - University of New Haven, West Haven, CT (Oct 2025 - Present)
• Tracking national student enrollment trends using institutional datasets and public sources
• Building dashboards in Power BI, Tableau, and Python for enrollment and demographic analysis
• Designing automated ETL workflows using Python, SQL, and AWS (S3, Lambda, Glue, Athena)
• Developing predictive models to identify enrollment patterns and program demand
• Delivering KPI-driven insights to support academic planning and decision-making
Featured Project: EduPredict Dashboard - A comprehensive analytics dashboard for university AI/ML program enrollment decisions
Live Demo |
GitHub
Predictive dashboard for university AI/ML enrollment decisions. Analyzes 503 graduate programs with PPP-adjusted affordability calculators.
OCR-powered nutrition extraction with health classification. Extracts data from food labels, normalizes units, classifies using ANN.
HIPAA-compliant PHI removal using BERT/RoBERTa transformers. Identifies and anonymizes sensitive health info with 96.2% F1-score.
AWS ETL pipeline processing 100K+ records. Serverless architecture with Glue, Athena, QuickSight dashboards for trend analysis.
ML-based fraud detection for financial transactions using ensemble methods. Real-time prediction with feature engineering.
Reinforcement learning agents playing Snake. DQN and PPO implementations with comparative analysis of algorithm performance.
University of New Haven, 2025
Open-source decision-support platform for international students navigating U.S. graduate AI programs. Integrated 7 data sources (SEVIS, IPEDS, BLS, LinkedIn, arXiv, World Bank, USCIS) analyzing 503 programs to quantify barriers: geographic concentration (46% in 5 states), affordability disparities (10:1 cost variance), and visa sponsorship patterns (42% of employers). Implements PPP-adjusted calculators, employment pathway visualizations, and peer comparison tools.