Umberto Mignozzetti
Assistant Professor at UC San Diego
San Diego, California, United States
Summary
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Senior🎓
Top SchoolUmberto Mignozzetti is an Assistant Professor and computational political scientist at UC San Diego who blends deep learning with political methodology to fuse tabular and rich non-tabular data (images, video, audio, GIS) for social-scientific inference. With a decade of experience and a PhD from NYU, his research tackles practical governance challenges in developing democracies—improving public goods provision and exposing mechanisms like elite capture and accountability failures. His work appears in top journals including AJPS and BJPS, and he brings a rare technical emphasis on multimodal model design to comparative politics. Colleagues value his ability to translate complex ML methods into policy-relevant insights that inform legislative and climate-related decision-making.
10 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Political Science and Government, Doctor of Philosophy - PhD, Political Science and Government at New York University
Stackoverflow
326reputation
28kreached
3answers
6questions
Github Skills (20)
macos6
data-visualization6
deep-learning6
ggplot6
tensorflow6
matching6
python6
r6
plot1
missing-data1
reproducible-research1
visualization1
evaluation1
r-package1
data-set1
Programming languages (2)
Github contributions (5)
umbertomig/qtm150
Jun 2020 - May 2022
Contributions:34 commits, 30 pushes in 1 year 10 months
umbertomig/qtm151
Feb 2021 - Apr 2022
Contributions:85 commits, 70 pushes, 1 branch in 1 year 2 months
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