Freya Tan
Master Student @ MIT EECS & DUSP | Urban Research & Data Science @ UC Berkeley \'24
- Role
- Spatial Modeling Assistant at City Form Lab At Mit
- Location
- Cambridge, MA, US
- LinkedIn followers
- 500 followers
About Freya Tan
Freya Tan is a computational researcher with a focus on intelligent systems, machine…
Experience
Spatial Modeling Assistant
May 2025 — Present · Cambridge, MA, US
Maine Department of Transportation(DOT)- Contributed to the development and calibration of spatial pedestrian flow models, focusing on estimating street-level foot traffic across 140 Maine municipalities- Conducted geospatial and sensor-based feature engineering, integrating diverse urban form and network data to enhance model accuracy and interpretability- Built automated data processing pipelines in Python and GIS to transform raw spatial datasets into structured, high-resolution model inputs for urban mobility analysis.
Education
The University of Hong Kong
Visiting Scholar Program, Interdisciplinary Courses
Massachusetts Institute of Technology
Master of Science in Electrical Engineering and Computer Science (EECS)
University of California, Berkeley
Master of Urban Design, Urban Science
UC Berkeley College of Computing, Data Science, and Society
Graduate Certificate in Applied Data Science
Massachusetts Institute of Technology
Master of City Planning
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