Muhammad Tsaqif Wismadi
About
Tsaqif is a Geospatial Data Scientist, Urban Data Analyst, and Urban Planning Specialist who is currently working on the research topic of "Future-Oriented Urban Transport Modelling."
He has spent the last five years working in multidisciplinary teams to deliver high-quality masterplans and public policies by leveraging cities’ big data. Many of his projects involved the spatial sector (i.e. transport, housing, real estate, tourism, urban design, and telco). His typical workflow consists of (but not limited to) API calls, relational database management, data cleaning-exploration-analytics, dashboarding, 3D visualization and AI modelling.
Additionally, in the last two years, he has been focusing his interest on urban transport modelling and worked on projects such as AI-based traffic congestion modelling, four-step travel demand modelling for public transport provision, and network analysis for proximity-based coverage.
Research
Publications
2025
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Wismadi, Muhammad Tsaqif;
Frøyen, Yngve Karl;
Rasheed, Adil.
(2025)
Sustainable Active Travel in Environmentally Challenging Cities: A Systematic Review of Barriers and Strategies.
Sustainability
Academic literature review
Journal publications
-
Wismadi, Muhammad Tsaqif;
Frøyen, Yngve Karl;
Rasheed, Adil.
(2025)
Sustainable Active Travel in Environmentally Challenging Cities: A Systematic Review of Barriers and Strategies.
Sustainability
Academic literature review