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Marvin Bayos has over seven years of work experience in the e-commerce industry. In 2021, they began working as an E-Commerce Merchandising Assistant for BrandJump. From 2018 to 2021, they worked as a Senior Analyst for Shopee, where their roles included product screening, quality checking of seller's uploaded items, setting-up and uploading of product promotions, and details checking for flash deals. From 2014 to 2018, they worked for Lazada Group in various roles, including Senior Content Associate, Operations Associate, Function Team Lead, and Attribute Filling Associate.

Marvin Bayos earned an Associate's Degree in Computer Science from the Asian Institute of Computer Studies between 2008 and 2011.