Portfolio of Analytics & AI Projects
17+ projects across Product Analytics, ML/AI, Workforce Intelligence, Data Engineering, and Operational Analytics
User Activation & Retention Dashboard
Interactive dashboard tracking user activation metrics, cohort retention, and feature adoption patterns for SaaS products.
Digital Capability Gap Mapper
ML-powered system identifying skills gaps across organizational teams with predictive capability scoring.
KPI Anomaly Detection System
Automated monitoring system using Isolation Forest to detect unusual patterns in business KPIs.
Mini Event Data Warehouse
Star schema data warehouse built with dbt and DuckDB for efficient analytics on event-based data.
Behavioral Simulation Using Census Data
Agent-based modeling research exploring education-employment relationships using UK Census microdata.
Customer Churn Prediction with What-If Scenarios
ML-powered churn prediction model with interactive scenario planning for subscription businesses.
NHS A&E Wait Time Prediction System
AI-powered Emergency Department wait time prediction using Gradient Boosting (85.67% accuracy) with interactive patient check-in dashboard.
Feedback Topic Modeler & Summarizer
NLP pipeline that automatically categorizes and summarizes customer feedback using topic modeling.
Survey Analytics Pipeline (Quantitative + NLP)
End-to-end pipeline for processing employee surveys, combining quantitative analysis with qualitative text analytics.
Procurement & Stock Analytics Dashboard
Operational dashboard tracking procurement efficiency, supplier performance, and inventory optimization.
Integrated Financial Operations Platform
Comprehensive analytics platform integrating financial reporting, reconciliation, and audit trail management.
A/B Test Analyzer & Power Calculator
Statistical toolkit for designing, analyzing, and interpreting A/B tests with confidence.
Predictive Risk Models (Healthcare)
Classification models predicting health outcomes including diabetes risk and A&E wait time predictions.
Analytics Workspace Application
Self-service analytics platform allowing non-technical users to upload data and generate insights.
Automated Reporting System
Scheduled reporting system that generates and distributes analytics reports via email.
Education/Employment Microdata Explorer
Interactive tool for exploring relationships in UK Census microdata between education and employment outcomes.
AI-Powered Pneumonia Detection System
Deep learning chest X-ray analysis system with automated risk assessment and PDF reporting (85.58% accuracy using ResNet-18).