07 

Re-open X:

The Challenge: 
The project addressed the persistent urban pain point of “prioritizing construction over operation” by assisting AECOM in reimagining public spaces as sustainable digital assets. The goal was to bridge the gap between physical design and long-term vitality, enhancing both social value and commercial ROI through a SaaS-driven management framework.


The Approach & Outcome: 
By integrating ESG metrics into the operational logic, the study established a comprehensive implementation roadmap that transitions from physical renovation to digital empowerment. We developed a SaaS prototype featuring a high-dimensional visualization dashboard that overlays pedestrian heat maps with business performance data, enabling the quantification of spatial efficiency through custom algorithms. This integrated diagnostic tool not only streamlines data collection but also provides a scalable framework for asset enhancement.


1st Place, 2023 Shanghai-Hong Kong Open Data Competition

2nd Place, 2023 Shanghai Open Data Innovation (SODA) Contest


Tools
QGIS / Python (SHAP, Pandas) / Figma


Data
Mobile Signaling Data, Food Delivery Sales Data, Land Use, Housing Price, OSM, POI


Shanghai, 2023