Koichi Ito is a PhD candidate at the National University of Singapore and has work experience as a consultant at the World Bank Group by leveraging programming skills, interested in researching human mobility and human perception with emerging spatial data sources, such as street-view imagery, and machine/deep learning techniques.

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