Education
Northeastern University
Expected May 2028
Bachelor of Science in Computer Science and Finance · Boston, MA
Dean's List
Relevant Coursework: Object Oriented Design, Artificial Intelligence, Theory of Computation, Computer Systems, Algorithms & Data
Projects
MBTA Audit
| Python, Flask, SQLite, Pandas, AWS EC2/S3
Aug 2026 - Present
- Built and deployed a live web service cutting MBTA arrival error over 25% on a held-out test set
- Created a Python and SQLite pipeline collecting ~4 million observations per day, halving storage by writing only revised predictions
- Reduced model training input over 13x by pre-aggregating outcome rows into per-stop, per-lead-time error bins
- Automated hourly processing and daily retraining on EC2 with dead-man's-switch alerting and a public status page, unattended since August 2026
- Trained per-stop, per-lead-time bias corrections across seven rapid transit lines and branches
- Developed a live Leaflet map, stop lookup, and accuracy page serving corrected arrival times
NFL Quarterback Regression Model & Data Visualization
| Python, NumPy, Pandas, Matplotlib, Seaborn, Plotly
Oct - Dec 2025
- Collected, cleaned, and structured NFL quarterback data (1940s-2024) using Pandas
- Implemented a logistic regression classifier from scratch in NumPy (gradient descent, sigmoid, cross-entropy loss) to predict NFL regular-season outcomes
- Led data collection and modeling in a 3-person team; coordinated development through code review
- Built 2D and interactive visualizations (Matplotlib, Seaborn, Plotly) to analyze long-term performance trends
Web-Based Stock Analysis Platform
| HTML, CSS, JavaScript, Python
Sep - Dec 2025
- Designed and developed a platform to analyze financial time-series data and support data-driven decision making
- Built dynamic queries and data pipelines to retrieve, filter, and analyze stock market data
- Integrated interactive frontend components to present analysis results and enable data exploration
Experience
FoodAffair Bistro - Busser & Host
Jun 2021 - Jan 2023
Bettendorf, IA
- Supported front-of-house operations in a fast-paced restaurant environment
- Coordinated with staff to manage customer needs and improve operational efficiency
YMCA Quad Cities & Rivermont Collegiate Rowing
Sep 2016 - Jun 2024
Quad Cities, IA/IL · Competitive Rowing (Scull)
- Trained multiple days per week through structured practices and competitive regattas
- Contributed to multiple top-three finishes at regional regattas while balancing academic responsibilities
Skills
Languages
Java, JavaScript, Python, C++, HTML/CSS, SQL
Frameworks
Flask, Pandas, NumPy, Matplotlib, Seaborn, Plotly, Leaflet
Tools
Git, GitHub, SQLite, AWS (EC2, S3), GitHub Actions, pytest, Jupyter Notebook
Systems
Windows, macOS, Linux