Customer Churn Prediction with Python

This project builds an end to end customer churn prediction pipeline using Python and machine learning. The goal is to predict which telecom customers are most likely to churn and turn the model output into a business ready customer risk scoring system.

Energy Demand Prediction

A complete data science pipeline that predicts power consumption for a city's electrical distribution network using Random Forest regression, exploratory data analysis, and Python visualization.

Syracuse Basketball Player Scouting Report

This project builds a Python based basketball scouting report for Syracuse Men's Basketball using real NCAA box score data. The script pulls season box score data, cleans and aggregates player statistics, computes advanced basketball metrics, and generates a multi panel scouting report for coaching

Hospital KPI Dashboard

This project focuses on building a Clinical Business Intelligence dashboard using Power BI. The key performance indicators (KPIs) included are crucial for healthcare organizations to monitor and improve patient outcomes.

Healthcare Data Analysis and Predictive Modeling

This project analyzes synthetic healthcare data and builds a machine learning model to predict test results based on various factors such as age, gender, and medical condition. It includes data cleaning, exploratory data analysis, feature engineering, correlation analysis, and model building using

Sales Analysis

This project focuses on creating comprehensive customer performance and financial reports to evaluate sales activities and financial performance. It includes generating reports to compare market performance against sales targets and creating Profit and Loss (P&L) reports by fiscal year, markets, and

Stock Market Analysis

This project analyzes and predicts stock prices of technology companies (Apple, Amazon, Google, Microsoft) using historical stock data. It employs yfinance for data retrieval, Seaborn and Matplotlib for visualization, and LSTM neural networks for prediction.

Surgical Outcome Analysis

This project analyzes surgical outcome data to explore cost, profit, and resource usage in surgical procedures. It includes advanced SQL queries, visualizations, and a machine learning model for prediction.

K-12 Education Analytics

Developed an analytical framework to examine student performance and demographics, uncovering trends and correlations in achievement, attendance, and demographics. This project informs educational strategies and interventions aimed at improving student outcomes by providing actionable insights deriv

Grocery Store Inventory Project

This project involves the development of a grocery store inventory management system. It handles customer details, payment processing, and product management, including adding, deleting, and updating products. The system also generates reports of customer details and purchases.