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ABOUT

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I am Assistant Professor of Cultural Data Analysis at the University of Amsterdam, based in the Department of Media Studies and the Institute for Logic, Language, and Computation (ILLC).

 

I emphasize multimodal and explainable AI methods for analyzing cultural (heritage) data.​ I focus on human-centered and ethical AI, computational cultural analytics, cognitive-inspired visual sensemaking, and more broadly the operationalization of abstract social concepts, such as identity, toxicity, moderation, and surveillance. ​

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As a scientist, artist, and intersectional humanist, I challenge and play with assumed binaries, like public/private, nature/culture, male/female, and white/colored. Overall, I am committed to producing knowledge that explores how human and non-human agents adapt within the dynamic interplay of technological advancement, societal values, and cultural diversity.

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​Previously, I was a post-doctoral researcher at the Human-Centered Data-Analytics (HCDA) group at Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands. I have a Ph.D. in Computer Science and Engineering and a M.A. in Digital Humanities and Digital Knowledge from Università di Bologna (Italy). I have a Bachelor's degree in Human Evolutionary Biology, with a minor in Gender and Sexuality Studies, from Harvard University (U.S.A.).

Computer Science & Engineering
Explainable AI, Knowledge Engineering, Computer Vision, Digital Humanities.

Thesis: Mind the Gap(s): Cognitive-Inspired AI for High-Level Visual Sensemaking. Towards Abstract Concept Image Classification.

Digital Humanities & Digital Knowledge
Digital Humanities, Augmented Reality, Civic Education.

Thesis: Semantic & Interactive Technologies for Civic Education: Ancient Classical Polychromy as a Case Study.

Human Evolutionary Biology (summa cum laude)

Human Behavioral Coding, Post-Conflict Reconciliation, Data Analysis. Minor degree in Studies of Women, Gender, and Sexuality.

Thesis: Reconciliation in Homo sapiens: Behavioral Perspectives on the Human Post-Conflict Period.

2020-2024

Ph.D. University of Bologna

2018-2020

M.A. University of Bologna

2013-2017

B.A. Harvard University 

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