My Beautiful Work ✨
A comprehensive collection of my data analytics, machine learning, and business intelligence projects, crafted with love.
Retail Revenue & Retention Intelligence
End-to-end online retail analytics with revenue trends, RFM segmentation, and churn-risk modeling using Python, SQL, and Power BI.
Unsupervised Anomaly Detection (NASA IMS Bearing)
Unsupervised anomaly detection for rotating machinery using NASA IMS bearing dataset with feature extraction and Isolation Forest.
UK Transport Sustainability Analysis
Analysis of UK Local Authority road traffic vs transport GHG emissions (2005–2023) exploring the Urban Efficiency Paradox and identifying hotspots.
Predictive Lead Scoring Model
Lead scoring model for X Education to improve typical ~30% conversion rate through EDA and supervised learning for lead prioritization.
Strategic Data Analysis using Advanced SQL
RSVP Movies project analyzing IMDB dataset to deliver recommendations for global release strategy using advanced SQL insights.
PySpark + AWS Recipe Recommender
PySpark implementation on AWS EC2 for EDA and extraction to support a scalable recipe recommender system using food.com dataset.