Toby Liu is a language engineer based in Tokyo with 17 years of engineering experience spanning ML, full-stack development, and data science, currently working at Apple after three years as a Machine Learning Engineer at Mercari. He holds an M.S. in Computer Science from National Tsing Hua University and published pattern-based emotion analysis at EMNLP 2018, reflecting a strong NLP and affective-computing background. Toby co-founded Informaship, delivering web platforms and analytics for clients like AUDI and COSTCO, and has deep roots in Taiwan’s open-source scene through long-term contributions to MozTW and COSCUP. His unusual blend of formal economics training and hands-on design/curation experience at a campus cinema informs a market-aware perspective on product and media analytics. Ambitious to transition into data science roles focused on film industry market research, he pairs research-grade NLP skills with practical deployment experience in industry settings.
17 years of coding experience
6 years of employment as a software developer
High School, High School at Tsz-Shiou Senior High School
bachelor, Economics, Information Management, bachelor, Economics, Information Management at National Central University
Master of Science (M.S.), Computer Science, Master of Science (M.S.), Computer Science at National Tsing Hua University
Contributions:9 pushes, 3 branches in 1 year 11 months
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