Projects

DYNAMAP: applied intelligence for polarization and markets
Applied AI and network science initiative that grew from polarization research into dynamic mapping tools for civic debate, organizations, markets, education, and strategic decision-making.
Banking fraud prevention with explainable risk scoring
Applied AI project for banking fraud prevention using explainable risk scoring, transaction-network signals, anomaly detection, and decision-support workflows for financial risk teams.
Collective Memory Decay in Science: Patterns and Determinants of Forgetting Retracted Research
ANID-FONDECYT Regular 2026 project on why retracted research continues to be cited and influence scientific knowledge, blending collective memory theory, statistical physics, and causal inference.
Meisner Technique as a knowledge base for attention and social signals
Living knowledge base and exploratory methods lab connecting Meisner actor training with attention, presence, listening, reciprocity, and social signal dynamics.
Capybara: school coexistence, bullying prevention, and Ley 21.809 compliance
School coexistence startup that uses experimental game theory, network science, and AI to help schools prevent conflict, promote good coexistence, and comply with Chile’s Ley N° 21.809.
MúsicaCL: Chilean music and collective memory
Public output of a collective memory and cultural analytics project, connecting Chilean music, attention, networks, repertoires, and AI-assisted exploration.
Discolab: Collaborative Discussions
Funded by CINS-DATA Spa. 2022.
Discolab: Collaborative Discussions
Lixandria: A Platform for discovering your degree program
Funded by ANID, Fondef IDea I+D 2019, ID19I10413. 2019-2022.
Lixandria: A Platform for discovering your degree program