Projects
In-depth case studies on data science, machine learning, and analytics projects
Real-Time Event Analytics Pipeline
Event tracking system that captures user interactions across the portfolio site and stores behavioral data in MongoDB. Built with a flexible NoSQL schema designed to support future machine learning recommendation features
Marketing Mix Modeling & Channel Attribution
Advanced statistical analysis of multi-channel DTC e-commerce campaigns using Marketing Mix Modeling (MMM) to quantify incremental impact, optimize budget allocation, and maximize return on ad spend across paid search, social media, display advertising, email, and affiliate channels
Predictive Customer Churn Model & Retention Strategy
End-to-end classification model predicting customer churn with ROI-optimized retention targeting strategy
Maritime Anomaly Detection & Pattern-of-Life Analysis
Anomalous maritime geospatial ML system detecting illicit maritime activity through pattern-of-life analysis of vessel tracking data
Data Visualizations & Dashboards
Sales Performance Dashboard
Interactive Tableau dashboard tracking KPIs
Customer Segmentation Analysis
Python-based clustering visualization
Geospatial Heatmap
Geographic data distribution analysis
Time Series Forecasting
Predictive analytics dashboard
Network Graph Analysis
Interactive force-directed graph visualization
Statistical Model Results
Python-based statistical visualization