Clayton Miller
Associate Professor Of Urban Informatics
Singapore, Singapore
Summary
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Senior🎓
Top SchoolClayton Miller is an Associate Professor of Urban Informatics and leader of the Building and Urban Data Science (BUDS) Research Group, with 15 years of experience applying data-driven methods to improve building and city energy efficiency, comfort, safety, and well-being. He combines academic leadership at Singapore Management University and the SMU Urban Institute with hands-on entrepreneurship as co-founder and scientific advisor of a spin-off focused on indoor environmental and spatial optimization. Trained at ETH Zürich and NUS, Clayton brings deep expertise in building technology, monitored-performance analytics, and scalable urban data science, informed by large-scale building studies and industry partnerships. He has repeatedly bridged research and practice—spinning out companies, advising R&D, and leading engagement roles—so his work frequently moves from prototype to real-world deployment. An understated strength is his ability to translate complex simulation and sensor analytics into actionable strategies for operators and policymakers.
15 years of coding experience
13 years of employment as a software developer
BSAE/MAE Architectural Engineering - Mechanical Focus, BSAE/MAE Architectural Engineering - Mechanical Focus at University of Nebraska-LincolnDoctor of Sciences (Dr. sc. ETH Zurich) Building Technology and Data Science, Doctor of Sciences (Dr. sc. ETH Zurich) Building Technology and Data Science at ETH ZürichMSc Building Science, MSc Building Science at National University of Singapore
Spanish, German, English
Stackoverflow
1,545reputation
188kreached
4answers
14questions
Github Skills (38)
prediction-model10
energy-data10
energy10
fitbit10
predictor10
kaios9
voting9
kaggle9
sensor9
noise9
python8
energyplus6
jupyter-kernels6
anaconda6
slice6
Programming languages (6)
Github contributions (5)
cmiller8/my-travels
Oct 2016 - Jun 2024
Contributions:6 pushes, 1 branch in 7 years 9 months
buds-lab/enerNOC-100-building-open-dataset-analysis
Nov 2014 - Sep 2017
Contributions:14 commits, 1 push in 2 years 10 months
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