substrates , Cost modeling, Silicon sourcing, Silicon technology roadmaps, Supplier Management, Advanced packaging, Strategic supplier agreements, Capacity Planning, Foundry OSAT, Capacity dynamics, Process nodes

commodity management , Contract Negotiation, Operational Excellence, Negotiation, Strategic Sourcing, Supply Chain Resiliency, Market Intelligence, Multi-Sourcing, Sustainability Compliance, Financial Liability Management, Strategic Projects Reporting, Lead-time Optimization