Solution Architecture, Shopify, Digital Shelf Platforms, Sitecore, e-commerce, Salsify

o9 IBP Expertise (end-to-end implementation across IBP, not just Demand/Supply) Solution Architecture & Tenant Design (enterprise-scale, multi-tenant environments) Techno-Functional IBP Knowledge (Demand, Financial reviews) Data Modeling & Planning Structures (hierarchies, planning BOMs) Performance & Scalability Optimization (batch execution, data volume handling) Scenario Planning & Forecasting (consensus planning, global forecasting) Risk & Impact Assessment (release impact, architectural trade-offs) Governance & Design Standards (change control, reusable patterns) Stakeholder Management (business + IT + product teams) Communication Skills (translating technical concepts into business context), Sap Ibp, Supply, Inventory, Product, measures