This project aims to use data analytics and machine learning to address critical inventory and supply chain challenges faced by the automotive semiconductor industry. The focus is on improving inventory forecasting, supplier performance evaluation, defect detection, and shipment delay analysis. Through advanced analytics and JIRA software integration, this project enables better decision-making and real-time tracking across the supply chain.