Production planning consultant with experience in forecasting, production optimisation, and supply chain data models. Focused on using analytics and AI to improve planning decisions inside SAP-led environments.
Enterprise Experience
Systems, roles, and depth of engagement
Projects
Integrations, pipelines, and AI workflows — real delivered work
Production Scrap Prediction — SAP PP Integration
Connected SAP PP production order data with IoT sensor readings from the plant floor to train a scrap prediction model. Features include machine temperature cycles, material batch quality scores, and operator shift patterns extracted from PP confirmations. Model outputs a scrap probability per production order, visible in a custom Fiori tile for production supervisors.
Predictive Demand Forecasting Pipeline — SAP PP
Built a time-series forecasting pipeline to improve SAP MRP inputs for finished goods planning. Features include historical sales order data from SD, production order completion rates from PP, and external demand signals. Forecast outputs are loaded into custom planning tables that feed the MRP controller review process in S/4HANA, reducing over-planning and material buffer overrides.
Skills
ai
erp
data
External Certifications
Self-reported — not verified by topskilz.ai
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