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About the Author Tan Kee Rian Marcus has several years of experience in the logistics and warehousing, specifically in the semiconductor sector. Marcus holds the Executive Certificate in Logistics Management. He is a member of the Singapore Institute of Purchasing and Materials Management (SIPMM). He completed the Diploma in Logistics and Supply Management (DLSM) on September 2020 at SIPMM Institute.