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Projects

Data analytics, visualization, and technical projects focused on transforming data into insights through Python, SQL, Tableau, and interactive applications.

Data Analytics Projects

Business Operations Analytics Tableau Dashboard

Business Operations Analytics Dashboard

Developed an end-to-end business analytics project using Python, SQL Server, and Tableau. Generated and analyzed operational datasets covering customers, products, orders, and transactions. Built SQL views and Tableau dashboards to visualize KPIs, revenue trends, profitability, customer performance, and product insights.

Python Pandas SQL Server Tableau Data Visualization Business Intelligence
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U.S. Mortality Tableau Dashboard

U.S. Mortality Data Analysis

Analyzed CDC Provisional Mortality Statistics data using Python and Pandas. Cleaned and transformed mortality records, calculated population-adjusted mortality rates per 100,000 residents, and developed Tableau dashboards exploring state-level and demographic mortality patterns.

Python Pandas Tableau Data Visualization ETL
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Spotify Audio Dashboard

Spotify Audio Dashboard

Analyzed Spotify audio features using Python and Pandas to explore trends in tempo, energy, danceability, valence, and popularity. Created visualizations to identify relationships between musical characteristics and listener trends.

Python Pandas Matplotlib Data Visualization
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IMDb Horror Movies SQL Analysis Results

IMDb Horror Movies SQL Analysis

Used SQL Server to analyze IMDb horror movie datasets, exploring ratings, votes, runtime, genres, directors, and box office performance. Created queries to identify trends and patterns within structured data.

SQL SQL Server Data Analysis
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Data Science Salary Analysis

Cleaned and merged salary datasets using Python and Pandas to analyze compensation trends across data-related roles. Created visualizations highlighting patterns and differences across positions.

Python Pandas Matplotlib
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Sanrio Character Popularity Analysis

Analyzed Sanrio character popularity rankings from 1986–2024. Built datasets and visualizations to identify long-term popularity trends and ranking changes across decades.

Python Pandas Data Visualization
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Dice Battle Analytics

Built a Python application that simulates dice battles, tracks outcomes, and analyzes performance using tables and visualizations.

Python Pandas Matplotlib
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Technical & Interactive Projects

Vampire Blood Bag Game Prototype

Unity game prototype where players collect blood bags, avoid hazards, and complete objectives. Implements player movement, collision systems, scoring mechanics, and gameplay logic.

Unity C# Game Development

Haunted Rat Adventure Prototype

Unity prototype combining custom artwork with interactive gameplay. Players control a rat collecting items while avoiding enemy obstacles. Demonstrates gameplay systems and technical implementation.

Unity C# Game Design

Flask Web Application

Developed a Flask application featuring multiple routes, conditional logic, loops, and JSON responses. Demonstrates backend development and web systems.

Python Flask REST APIs
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Taxi Fare Calculator

Created a Python application that calculates taxi fares based on travel distance. Includes input validation and modular functions for reusable code.

Python Algorithms
View GitHub