Matias Quintana
Postdoctoral Researcher And Module Coordinator
Singapore
Summary
👤
Senior🎓
Top SchoolMatias Quintana is a Postdoctoral Researcher and module coordinator based in Singapore with nine years of experience building applied machine learning and urban analytics solutions for sustainable cities. He has led an international team on a SGD1M multimodal data project at the Singapore-ETH Centre, delivering computer vision and time-series forecasting models while doubling KPI targets across software, datasets and stakeholder engagement. With a PhD from NUS and hands-on roles at ETH Zürich, CMU and NUS, he bridges rigorous research (26 peer-reviewed publications) with product-focused ML deployments and cloud/scientific computing infrastructure. He also teaches and mentors—creating a GeoAI undergraduate course from scratch and advising student theses—bringing pedagogy into research-led practice. Comfortable across remote sensing, IoT, wearables and GenAI, he frequently translates complex urban sensing into actionable tools for public and private partners. A less obvious strength is his track record of combining low-level hardware prototyping (embedded meters and wearables) with large-scale ML, enabling end-to-end solutions from sensor to insight.
9 years of coding experience
5 years of employment as a software developer
Electrical Engineering, Electrical Engineering at University of OklahomaEngineering/Industrial Management, Engineering/Industrial Management at Universidad del Pacífico (PE)Bachelor of Science (B.Sc.), Electronic Engineering, GPA: 3.80/4.00, Bachelor of Science (B.Sc.), Electronic Engineering, GPA: 3.80/4.00 at Pontificia Universidad Católica del PerúDoctor of Philosophy - PhD, Design and Engineering, Doctor of Philosophy - PhD, Design and Engineering at National University of SingaporeMaster in Information Systems Management (MISM), Information Systems, Master in Information Systems Management (MISM), Information Systems at Carnegie Mellon UniversityHigh School, High School at SS.CC Recoleta
Chinese, Spanish, English, French
Stackoverflow
11reputation
3kreached
1answer
0questions
Github Skills (41)
fitbit10
noise10
sensor9
binder8
prediction-model7
jekyll7
prediction6
jupyter-notebook6
annotate6
boxplot6
generative6
jekyll-theme6
python6
seaborn6
explore5
Programming languages (8)
Github contributions (5)
buds-lab/humans-as-a-sensor-for-buildings
Dec 2019 - Aug 2020
Implementation of the Humans-as-a-Sensor for Buildings paper.
Contributions:20 commits, 12 PRs, 8 pushes in 7 months
thermal-comfortsensoropen-office-spacenoisebuildings
matqr/macOS-setup
Mar 2020 - Nov 2024
Script Collection to set up a new macOS install
Contributions:29 pushes in 4 years 7 months
macosscript-collectionset-up
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