Departments / Smart Cities & Infrastructure
Urban and infrastructure data research supporting the Holistic Education Index.
Technology built for civic participation and public services — a research domain connecting our smart-cities and public-sector work.
Civic technology research · Documentation · Literature review · Cross-team coordination + 1 more
The planning discipline behind infrastructure decisions — where to invest, what to prioritise — applied to our institutional-network research.
Infrastructure planning fundamentals · Prioritisation frameworks · Research skills · Documentation + 1 more
Sustainability applied to physical and institutional infrastructure — connecting our smart-cities research with our own sustainability practice.
Sustainable infrastructure research · Data analysis basics · Documentation · Literature review + 1 more
The IoT layer of smart-city systems — sensor networks feeding urban-service data — studied as a research domain for the HEI team.
IoT fundamentals · Urban-systems research · Documentation · Literature review + 1 more
Data-driven transportation systems — traffic patterns, transit optimisation — researched as it relates to education-access questions the HEI team studies.
Transportation-systems research · Data analysis basics · Documentation · Literature review + 1 more
A data-analytics internship applying our analytics toolkit to institutional and physical-infrastructure datasets that inform Holistic Education Index research.
Python/R · SQL · Data visualisation · Statistics + 1 more
Digital infrastructure — connectivity, digital-access gaps — directly shapes who can reach AquinTutor and our other products.
Digital-divide research · Data analysis basics · Documentation · Literature review + 1 more
Transportation and accessibility research — understanding how commute and connectivity affect access to education and institutions — as a research domain for the HEI team.
Transportation research · Data analysis basics · GIS awareness · Documentation + 1 more
Urban analytics applied to institutional-access questions — where are education gaps, where does infrastructure limit access — directly supporting Holistic Education Index research.
Python/R for analytics · SQL · Data visualisation · Public dataset research + 1 more
Smart-city systems — how data and connectivity improve urban services — is studied here as a research domain informing how the Holistic Education Index thinks about institutional and regional infrastructure.
Urban-systems research · Data analysis basics · Documentation · Literature review + 1 more