AI-Driven Strategic Capacity Planning: From Data and Semantic Readiness to Intelligent Decision Support
In short
This is a student research project at NXP investigating how Strategic Capacity Planning data and semantic knowledge can be turned into an AI-based decision-support solution. The work involves assessing data and semantic models, formulating a concrete AI research problem, and designing, implementing, and evaluating an AI solution using real-world semiconductor planning data. It spans the full pathway from data and domain knowledge readiness to an experimentally validated AI solution.