Matias Quintana
Machine Learning Engineer at Singapore-ETH Centre
Singapore, Argentina
Summary
👤
SeniorMatias 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
Github Skills (26)
fitbit10
noise10
sensor9
survey7
jekyll7
jekyll-theme6
visual6
jupyterhub4
freelance4
kotlin4
jupyter-notebook4
generative-adversarial-network4
supabase4
resume3
git3
Programming languages (8)
Github contributions (5)
buds-lab/comfortGAN
Sep 2020 - Mar 2022
Contributions:5 commits in 1 year 5 months
buds-lab/ccm
Oct 2022 - Nov 2022
Contributions:3 commits, 2 pushes, 1 branch in 1 month
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.