Abstract: In the last decade, globally, smart city initiatives have been growing significantly. In essence, smart city is the utilization of innovation and technology to solve complex and diverse urban challenges. The actual applications and implementations can be diverse across cities and countries. In this context, data science is one of the fundamental elements of a successful smart city. Integrating, analyzing and delivering concrete values from diverse urban data are the key objectives of data team in smart city context. The results will be seen from the improvement of public policies and public services.
In this session, we will learn about specific video analytics & image processing impactful use cases. Jakarta Smart City has been closely collaborating with several key organizations such as agency of transportation, transportation operators (MRT, LRT, train, BRT), police force, etc. The implementation covers a wide range of areas such as citizen complaint management, CCTV live monitoring, early warning system, post incident evaluation. In this session, the technical architecture, process flow and data model evaluation/consideration will be elaborated in detail.
- Overview of Jakarta Smart City and Data + Digital Products Team
- Strategic & Technical Context of JSC's Citizen Response Management Solution
- Technical Deep-dive: object detection, knowledge distillation, few/zero shot learning, multi-modal learning
Bio: Juan Kanggrawan is the current Head of Data Analytics at Jakarta Smart City. His key role is to fully utilize data to formulate public policy and to improve quality of public services. Juan is actively planning, building and delivering digital and data product portfolios. He is actively analyzing complex and diverse urban data on a daily basis: citizen complaint/aspiration, transportation/mobility, health (COVID-19), flood, CCTV, etc. In order to build an exciting and innovative digital ecosystem in Jakarta, he is also developing and aligning strategic partnership framework between Jakarta Smart City with other government agencies, business enterprises, research agencies and universities.