Business Analysis with Excel: E-Commerce Profitability Analysis

In this project, I work on dummy data to analyze the financial performance of an e-commerce company with Excel. The business context is that while sales are increasing, profits have started to stagnate. I also propose data-driven recommendations for 2026.

Customer Behavior & Revenue Pattern Analysis Using Advanced SQL

This SQL project analyzes retail transaction data to uncover business insights. Using a relational database of sales records, product details, and store locations, key queries were written to: - Identify top accounts. - Analyze web sales sources. - Look at running totals by month.

AI Chatbot Performance Dashboard

A tableau dashboard for measuring chatbot success using resolution rate, customer satisfaction, sentiment, and escalation metrics.

Marketing Experimentation & Conversion Optimization Analysis

This project analyzes a simulated A/B test comparing two email marketing campaigns (Group A and Group B). The goal is to determine which campaign was more effective in driving user engagement and conversions.

PREDICTIVE MODELING USING SURVEY DATA

This project explores the challenge of predicting a developer's salary (ConvertedCompYearly) using data from the 2024 Stack Overflow Developer Survey. The analysis follows an end-to-end data science pipeline. Data cleaning & preprocessing Exploratory data analysis (EDA) Regression modeling (Linear,

CUSTOMER RISK ANALYSIS FOR LOAN PRODUCT

This project explores loan data from Prosper Marketplace to identify patterns influencing borrower interest rates. It is structured into two key phases: an exploratory data analysis (EDA) and a refined explanatory presentation.

RENTAL DVD DATA EXPLORATION: A SQL PROJECT

I explored a relational DVD rental database using advanced SQL queries. I extracted meaningful insights into customer behavior, rental trends, and category performance using structured query techniques.

Data Science Projects

A collection of hands-on data science projects covering data analysis, visualization, statistics, SQL, Python, and machine learning fundamentals.

Patient Satisfaction Scores Dashboard

This dashboard visualizes publicly available HCAPS patient satisfaction scores across various hospitals in the US

Python Projects

This repository showcases a collection of Python mini-projects I have built using Jupyter Notebooks. These projects demonstrate my key skills in data manipulation, analysis, and visualization using libraries such as Pandas, NumPy, and Matplotlib.

Danny's Diner Case Study

Analyzing customer spending patterns and menu item popularity at Danny's Diner.

World Population Case Study

This case study focuses on analyzing global population data by continent and country using SQL queries.

Davie's Burgers Analysis

Investigating customer order patterns and special instructions at Davie's Burgers.

International Debt Statistics Case Study

This project focuses on analyzing international debt data collected by The World Bank.

Emergency Room Visits Dashboard

This dashboard provides insights into emergency room visits data, helping to understand patient flow and service efficiency.