Demand forecasting & reorder simulation for an online retailer
SKU-level demand forecasts feeding a reorder/safety-stock simulator that makes the £ cost of forecast error visible.
Work
Case studies
Open-data projects, each with a public write-up, reproducible analysis, and interactive results.
Professional experience
Client and employer work is covered by NDAs, so it is described at a high level only, with each problem class linked to an open case study that demonstrates it.
Transaction-monitoring anomaly detection (banking)NDA
Anti-money-laundering anomaly detection for Italian banks: peer-group clustering, isolation forests, and behavioral feature engineering on transactional data.