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Kaishin L. is an experienced data and machine learning professional with a robust background in engineering and management. Currently serving as Lead Data Engineer and DE Manager at Ledger since December 2021, Kaishin previously held the position of Senior ML Engineer at Carrefour, contributing to AI Lab projects in partnership with Google. As a co-founder of LS-ware, Kaishin developed a mobile self-ordering solution for the catering industry and engaged with FrenchTech Taiwan and Garage+ Incubation. At SES-imagotag, Kaishin managed IT business solutions for Electronic Shelf Labels across the Asia-Pacific region, facilitating market penetration in Hong Kong, Taiwan, and the Philippines, among others. Early career experiences include roles as a Project Management Officer at Euriware and a Research Trainee at National Taiwan University. Kaishin holds a Master's degree in Information and Systems from Ecole Nationale Supérieure des Mines de Nancy and a Master of Science in Informatics, Robotics, and Artificial Intelligence from Kyushu Institute of Technology.