Projects
Student Performance Analysis
Delivered insights on student performance through Excel cleaning, Tableau dashboards, and a stakeholder-ready presentation.
See full project
Business Insights Dashboards
Analyzed e-commerce sales data and developed interactive Tableau dashboards to uncover trends, analyze profitability, and guide strategic decisions across products, shipping, and customer segments.
See full project
Business Analysis & Visualization
Analyzed Superstore sales data and built Power BI dashboards to uncover trends, optimize performance, and support strategic decisions.
See full project
Churn Prediction for Video Streaming Service
Predicted customer churn using Python, Random Forest modeling, and feature engineering on subscription data from over 240,000 records.
See full project
Predictive Modeling of Movie Revenue
Predicted movie revenue using Python, regression modeling, and feature engineering on TMDb data from 3,000 films.
See full project
My Data Workflow
Prepare
The first step in any data project is preparing the data. I clean, organize and format raw data using Excel, CSV files and other tools to ensure it is accurate, complete and ready for analysis. I organize messy datasets, handle missing values and fixing errors, restructure data into clear and usable formats. Preparing data is a critical step that ensures everything is accurate, complete and ready for meaningful analysis.
Analyze
I explore patterns, trends and relationships in data using Python (NumPy, Pandas, Matplotlib, Seaborn), SQL and mathematical techniques. I apply statistical methods and analytical thinking to extract insights that are meaningful and relevant, helping you see what’s happening, why it’s happening and what actions you can take. I work with data from Excel, CSV files databases, and other sources to guide better decisions.
Visualize
I design and build dashboards, charts, and visual reports using tools like Tableau, Power BI and Python libraries. My focus is on clarity, visual storytelling and making sure complex information is easy to understand. I create visuals that highlight trends, communicate key messages and help audiences see the bigger picture. My goal is to make data insights accessible and impactful for everyone.
Present
I create polished and professional PowerPoint presentations that clearly communicate key insights and findings. My focus is on presenting data in a way that tells a story, engages the audience and supports effective decision-making. Whether you’re sharing insights with your team, presenting to clients, or explaining results to stakeholders, I combine visuals, data and narrative to deliver insights with confidence and impact.