Exploring Factors Influencing House Prices: A Regression Analysis
Spring 2023
- Conducted regression analysis on property features, neighborhood characteristics, and macroeconomic indicators to identify key pricing factors.
- Created visualizations to highlight significant insights.
- Delivered actionable recommendations through reports and presentations.
Predicting Airfare on New Routes
Late Spring 2023
- Predicted airfare for new routes using historical data, market trends, and regression models.
- Utilized forward selection and backward elimination techniques for feature selection.
- Developed visualizations and dashboards to present predictions and trends.
Unlocking Insights: Analyzing Netflix Revenue and Membership Trends
Spring 2023
- Analyzed Netflix's financial performance and membership trends to understand growth trajectory and market dynamics.
- Examined key metrics like revenue, membership counts, and ARPU across regions.
- Provided strategic recommendations based on analysis.
Customer Segmentation Using Unsupervised Clustering Techniques
Spring 2023
- Developed a Python pipeline for customer segmentation using unsupervised clustering techniques.
- Awarded best final project in the AI for Business class at Sacred Heart University.