Chemistry, laboratory experiments, materials characterization, surface science, Material Science, semiconductor processing, chemical engineering, thin films

data preparation , data engineering , Data Architecture, Excel, programming, Power Bi, sourcing decision-making, AI and LLM technologies, Fmea, Strategic Sourcing, 5 Whys, 8D, Knowledge Management, Market Analysis, quality engineering, analytics and visualization tools, Microsoft Copilot Studio, pareto analysis, RAG prompt design, Supplier Management, AI-agent workflows, category intelligence, AI architecture, materials and components used in thermal inkjet cartridges, procurement, supplier qualification, should-cost modelling, Quality Tools