Leads enterprise master data strategy and governance across India’s supply chain. Owns golden records, data quality, system interlocks, automated data pipelines, cloud data integration, MIS dashboards, stewardship models, and governance forums. Supports major O9, SAP S/4HANA, and CPS transformations while ensuring accurate, complete, synchronized data across systems and sites.

Build and deploy production-grade data science, machine learning, NLP, computer vision, optimization, simulation, and GenAI solutions focused on quality, food safety, manufacturing, and supply chain analytics. Develop predictive models, dashboards, governed data products, and MLOps capabilities using Databricks and Azure or AWS. Integrate enterprise, manufacturing, and IIoT data while partnering with quality, operations, engineering, and supply chain stakeholders to improve yield, reliability, compliance, and operational efficiency.

Develop and operationalize forecasting models for cocoa supply, demand, pricing, and scenario planning. Collaborate with procurement, supply chain, finance, and commodity trading teams to translate model outputs into business recommendations. Manage model deployment, monitoring, governance, documentation, and MLOps compliance. Apply time-series, causal, machine learning, deep learning, explainable AI, and GenAI techniques to structured and unstructured commodity data.