Projects
These projects showcase my growth in data and business analysis through hands-on, real-world work. I’ve used tools like SQL, Excel, Python, Tableau, BigQuery, and MS Access to analyze patterns, build models, and create clear, visual insights. From designing databases to exploring screen time trends and complaint enforcement data, each project has sharpened both my technical and communication skills.
Database Management System for a Restaurant
Built a complete relational database in MS Access for a fine-dining restaurant. Designed ER diagrams, normalized tables (up to 3NF), and implemented SQL scripts for managing customers, orders, staff, and payments. The system replaces manual records and streamlines operations like table booking, billing, and feedback collection.
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Organized Crime & GDP Analysis
Analyzed crime and GDP data from 193 countries using Python to explore how economic strength relates to criminal activity. Cleaned and merged global datasets, visualized patterns with Plotly, and ran a regression model to identify key GDP influencers like resilience and trafficking.
The Impact of Screen Time on Adolescents and Adults
Analyzed the effects of screen time on sleep, grades, and lifestyle for adolescents and adults using Python and visualization tools. Created visual comparisons, correlation insights, and summarized findings through an interactive dashboard and group presentation.