-More than "15 Years" of experience in electronic component data, expertise in team building, establishing new/different processes, creating solid teams, data extraction/updating from the Supplier's site & from many different types of supporting documents, like Datasheet, PCN (Product Change Notification), Reliability/Qualification Reports, ISO certificate, MDS (Material Declarations Composition) and News articles..... by using smart tools, expertise, creative and data analytical skills.-Over 15 years of Leading many different teams of data engineers supporting end-to-end data operations, especially in Package information, JEDEC Standard, Part Life Cycle Status, Supply chain data (Country of Origin, Part Location, Supplier Location, Supplier Network Relations, Facility Location, News of Electronic components, Sub Tier Process/Component, Process Technology & Technology Nodes, Monitoring Strategic/Precious Minerals prices and Inventory data ( Stock, Price and supplier Lead Time)).-Address the customer's needs/requirements to build efficient data models that deliver critical KPIs and Metrics to influence customers' decisions, which will help customers to identify the risks and geo-risk situations, Geo-politics that can directly impact their product development, procurement, and delivery.