All Projects
A comprehensive collection of my data science and analytics work
Customer Churn Prediction – Telecom Retention Model
A machine learning project that predicts telecom customer churn and identifies key attrition drivers, delivering $2.8M in projected annual business value through proactive retention strategies.
Revenue Optimization Engine – E-Commerce Pricing Strategy
A data-driven pricing optimization system analyzing 530K+ e-commerce transactions to identify revenue opportunities through price elasticity analysis, projecting £183K in annual revenue lift.
TV Background Analyzer – Best Shows for Background Viewing
An interactive web app that scores 250+ TV shows on their suitability for background viewing using NLP, API data, and a multi-dimensional scoring system across genre, complexity, and community sentiment.
Resume Matcher AI – Smart Job Fit Analyzer
A recruiter-facing AI web app that intelligently compares resumes and job descriptions using NLP embeddings, providing instant match scores and skill alignment breakdowns.
ML Pricing Strategy App – Revenue Optimization Web App
An interactive pricing simulation app that allows users to test different price points and visualize how pricing affects both demand and revenue using trained regression models.
Project Auora – Stock Analysis Web App
A full-featured, multi-layered stock analyzer web app with real-time financial data, AI-driven investment intelligence, and tiered experience for beginners to experts.
Credit Card Fraud Detection
A full machine learning pipeline built to detect fraudulent credit card transactions from a real-world dataset of over 560,000 records. Includes class rebalancing using SMOTE, evaluation of multiple models, and a final recommendation based on precision, recall, and AUC.
NBA Player Performance Dashboard
An interactive Power BI dashboard analyzing NBA player statistics from the 2024–25 season, highlighting scoring patterns, efficiency metrics, playmaking intelligence, and team impact.
AI Job Market Intelligence
An interactive Power BI dashboard visualizing global trends in AI job postings, uncovering insights into hiring patterns, top technical skills, salary benchmarks, and market competition across countries and roles.
GoDaddy - Analyzing the Impact of Past Business Outcomes
This ongoing project examines how entrepreneurs' previous business experiences influence their current decision-making processes. Working directly with GoDaddy, I'm analyzing comprehensive datasets to understand patterns in entrepreneurial behavior and business outcomes.
F1 Qualifying Performance Modeling
A comprehensive regression analysis project using 2024 Formula 1 qualifying data to understand the complex factors that influence lap time performance in qualifying sessions.
NYTimes Articles & Comments Analysis
A comprehensive Natural Language Processing project analyzing New York Times articles about Ozempic and corresponding reader comments to understand public discourse and sentiment.
Twitter Sentiment Analysis
A comprehensive sentiment classification study comparing multiple state-of-the-art NLP models to analyze political discourse on Twitter during the 2024 election cycle.
Zillow Housing Market Forecast
A time series forecasting project analyzing and predicting median housing prices across four major US metropolitan areas using advanced statistical modeling techniques.
Blue Bikes Interactive Dashboard
An interactive Tableau dashboard analyzing Boston's Blue Bikes bike-sharing system, providing insights into usage patterns, popular routes, and seasonal trends.
Vendor Performance Analysis
A data analysis project that evaluates vendor performance at AdventureWorks using SQL queries on Microsoft Azure SQL. It includes analysis of procurement costs, shipping delays, defect rates, and vendor impact on profitability.