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Early undergraduate research project analyzing 2016 Allentown police crime data using Excel‑based methods prior to formal training in R, Python, and SAS. Preserved as a foundational exploration of crime patterns, descriptive statistics, and data cleaning workflows completed during initial development of analytical skills. Conducted in 2016..
Web application for appointment scheduling and service management. Businesses can create and manage multiple services, configure availability calendars, and allow customers to book appointments online. Built with Java and Spring Boot.