Danai Koutra
Amazon Scholar
Ann Arbor, Michigan, United States
Summary
👤
Senior🎓
Top SchoolDanai Koutra is an Amazon Scholar and Associate Professor at the University of Michigan with a decade of experience studying large-scale graphs and the processes they encode. Her research blends node- and graph-level similarity methods with pattern mining—graph summarization, anomaly detection, and event discovery—to turn complex network data into actionable insights. She holds a PhD from Carnegie Mellon and has a track record of academic leadership as Associate Director for MIDAS, bridging data science research and institutional impact. Known for tackling both theoretical and applied problems, she collaborates across industry and academia, bringing rigorous graph algorithms to real-world systems at Amazon and beyond.
10 years of coding experience
6 years of employment as a software developer
Diploma, Electrical and Computer Engineering; Computer Science, Diploma, Electrical and Computer Engineering; Computer Science at National Technical University of AthensPhD, Computer Science, PhD, Computer Science at Carnegie Mellon University
English, Greek, French, Spanish
Github Skills (9)
evaluation5
graph2
python1
graph-database1
machine-learning1
science1
bacteria1
data-science1
database1
Programming languages (1)
Github contributions (5)
GemsLab/MCbook_Individual-Collective_GraphMining
Aug 2017 - May 2020
Contributions:8 commits, 7 pushes, 1 branch in 2 years 9 months
GemsLab/HashAlign
Apr 2017 - May 2020
Contributions:8 commits, 7 pushes, 1 branch in 3 years 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.