Portfolio

Selected Work

A curated selection of projects demonstrating impact across analytics, AI, and business strategy.

AI & Automation

Retail Demand Forecasting Engine

Built a machine learning pipeline that predicts product demand across 200+ SKUs, reducing overstock by 35% and improving availability by 20%.

PythonXGBoostTime SeriesAWS
Data Analytics

Executive Analytics Dashboard

Designed and deployed a real-time executive dashboard consolidating data from 12 sources, cutting reporting time from 3 days to 15 minutes.

Power BISQLETLAzure
Business Optimisation

SaaS Pricing Optimisation

Redesigned a SaaS pricing model using conjoint analysis and cohort data, resulting in a 28% increase in average revenue per user.

StrategyAnalyticsA/B Testing
AI & Automation

Customer Churn Prediction System

Developed a real-time churn prediction model identifying at-risk customers 30 days in advance, enabling proactive retention campaigns.

Scikit-learnFeature EngineeringAPIs
Data Analytics

Supply Chain Cost Analysis

Built an end-to-end analytics solution mapping supply chain costs, uncovering $2.4M in annual savings opportunities.

TableauPythonCost Modeling
Business Optimisation

Marketplace Revenue Strategy

Designed a two-sided marketplace monetisation strategy that doubled take-rate while improving seller satisfaction scores.

EconomicsStrategyGrowth
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