Cindy Ho


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Cindy Ho, Managing Director , posted

A Need-based Smart City Development

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Recently, Ceresus published the 2018 Smart City Development Index Report, which uses the need-based smart city development framework with data science to evaluate 12 selected smart cities worldwide. The result shows that Amsterdam and Boston were ranked at the top.

Ceresus is a data-driven marketing consultancy and we have been inventing evaluation frameworks for companies to drive business growth and for industries to make the positive change.

If you are interested in our 2018 Smart City Development Index, please write me an email for more details ( and check out the Index here:

Cindy Ho's picture #SmartCityAcademy