Computer Vision · Event-based Vision · Data Science
Advanced Computer Science student at University of Buenos Aires and Research Intern at the Image, Vision and Intelligent Systems Lab (LIVSI) at Instituto de Ciencias de la Computación (CONICET-UBA).
Office 2115, Pabellón 0+inf, Ciudad Universitaria, Buenos Aires, Argentina
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Real-time eye tracking with Dynamic Vision Sensors, exploring high-frequency pupil position estimation, blink detection, and gaze estimation from sparse temporal events.
Current work spans hybrid event-plus-frame pipelines and event-only methods, including parametric pupil models and real-time processing constraints in non-specialized hardware.
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Compared supervised classifiers for prognosis prediction after exploratory data analysis and class-imbalance analysis. Evaluation used a custom stratified train/test split and stratified five-fold cross-validation.
Decision Tree, KNN, SVM, LDA, and Naive Bayes models were tuned with Random Search and assessed with AUROC, AUPRC, and accuracy. SVM was selected while prioritizing clinically meaningful operating points and reduced false negatives.
Python · scikit-learn · Model selection
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ICC — UBA / CONICET
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University of Buenos Aires (UBA)