Clayton Miller

About

My team leverages data sources from urban environments to enhance energy efficiency and conservation, as well as improve comfort, safety, and satisfaction for humans. We lead the development of the open-source smartwatch-based Cozie data collection project, the ASHRAE Great Energy Predictor III and Cool, Quiet City Kaggle competitions, and the SpaceMatch activity-based workstation optimization platform. I am the creator of the YouTube online course titled "Data Science for Construction, Architecture, and Engineering," which was formerly an edX course with over 45k+ participants worldwide.

Experience

• Associate Professor of Urban Informatics at Singapore Management University
  Sep 2025 - Present · 11 mos

• Urban Systems Fellow at SMU Urban Institute
  Sep 2025 - Present · 11 mos

• Co-Founder and Scientific Advisor at SpaceMatch
  Aug 2021 - Present · 5 yrs

  R&D Advisor/Co-Founder of an NUS Spin-off focused in indoor environmental and spatial optimization

• National University of Singapore ()
  • Associate Professor
    Jan 2024 - Aug 2025 · 1 yr 8 mos

    Using building and urban data to improve energy efficiency, comfort, safety, and well-being.

  • Deputy Head (Communication and Engagement)
    Jun 2022 - Feb 2025 · 2 yrs 9 mos

    Engagement with industry, academic partners, students, and alumni.

  • Assistant Professor
    Jun 2017 - Dec 2023 · 6 yrs 7 mos

• Institute of Technology in Architecture Fellow at ETH Zürich
  Oct 2012 - Oct 2016 · 4 yrs 1 mo

  Working on more robust means of analysing monitored building performance data