Here are some of the projects I've worked on. You can find more details and other experiments on my GitHub profiles.
NJ Warehouse Sprawl & Truck Pollution
Building an imagery-based map of NJ warehouse growth using NAIP aerial imagery, building footprints, and census tract data
Developing computer vision models (segmentation and YOLO object detection) to detect warehouses and count truck trailers as an activity measure
Linking warehouse activity to satellite NO2, air quality monitors, and demographics to assess impact on overburdened communities
Portfolio v1
Customized an Astro-based portfolio template to showcase projects, skills, and experience
Configured and deployed the site using Cloudflare Pages with Git-based CI/CD
Maintained version control and updates through GitHub integration
Weather Impact on Energy Consumption
Developed a predictive model to forecast daily electricity demand using data from the U.S. Energy Information Administration (EIA) and NOAA weather stations
Collected, cleaned, and merged electricity demand and weather datasets for time-series analysis
Performed preprocessing, handled missing values, and improved data quality for predictive modeling
Rail Risk Census Analysis
Integrated FRA railroad accident data with USDA Rural–Urban Continuum Codes to analyze accident risk across urban and rural environments
Performed data cleaning, exploratory data analysis, and feature engineering to improve dataset quality
Prepared structured train/test datasets for predictive modeling and machine learning analysis
Exoplanet Multimodal Dataset Pipeline
Developed a data acquisition and preprocessing pipeline to integrate NASA Exoplanet Archive and EU Exoplanet datasets using TAP-based queries
Built data cleaning and merging workflows in Pandas to construct a multimodal exoplanet dataset for scientific analysis
Organized and processed large-scale astronomical datasets in Jupyter Notebook to support exploratory analysis and machine learning workflows
Water Quality
Created a script detailing the process to determining low error in water potability
Displayed visual statistics in aiding user understanding
Cased-Based Simulation
Created an application for developers/users to create and take decision based simulations
Developed a noSQL database to store simulations and developer/user information
Maintained agile and consistent communication with sponsor to ensure requirements were completed
Philadelphia Pointing Span Test
Created a web application consisting of a neuropsychological test for patients to help identify signs of neurodegenerative illness
Created a web application for the doctor to view, compare, and analyze data with visuals and statistics
Functionality includes being able to create and send links to patients to complete the test, accessible test that includes audio, and results recorded can be viewed by the doctor
Grocery Store Database
Developed a SQL database to for a grocery store
Created presentation and graphs to highlight the purpose of the project
Functionality includes monitoring products, creating reports for products and employees