Fernando Crema - Research Assistant at KU Leuven

Fernando Crema

Research Assistant at KU Leuven

Leuven, Flemish Brabant, Belgium

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Summary

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Fernando Crema is a Research Assistant and PhD candidate at KU Leuven with 11 years of hands-on experience applying Deep Learning and Automated Machine Learning to clinical and multimodal health data, with a special focus on neuropsychiatric syndromes. He has led data science teams and built scalable anomaly-detection systems using distance-based approaches that exploit triangular inequality for high-throughput network behavior analysis. Prior roles across industry and academia—from Domusware to Predictvia and teaching positions in Venezuela—reflect a strong foundation in probability, graph theory, and practical ML engineering. Fernando blends rigorous research (STADIUS/UZ Leuven) with product-minded deployments, routinely translating advanced methods into deployable solutions. A sabermetrics and baseball enthusiast who once met Trevor Hastie, he brings both statistical curiosity and cross-cultural academic training (summa cum laude in Data Science from Sapienza) to complex healthcare problems.

11 years of coding experience

5 years of employment as a software developer

Doctor of Philosophy - PhD, Engineering Science, Doctor of Philosophy - PhD, Engineering Science at KU Leuven

Internship in the Center for Data Science, Data Science, Internship in the Center for Data Science, Data Science at New York University

Bachelor of Science (BS), Computer Science, 17.01/20, Bachelor of Science (BS), Computer Science, 17.01/20 at Santiago de León de Caracas

Laurea Magistrale in Data Science, 110 e Lode / Summa cum laude, Laurea Magistrale in Data Science, 110 e Lode / Summa cum laude at Sapienza Università di Roma

Professional Courses, Data Science, 10/10, Professional Courses, Data Science, 10/10 at University of Buenos Aires

Licenciado, Computer Science, 18/20 Magna Cum Laude, Licenciado, Computer Science, 18/20 Magna Cum Laude at Universidad Central de Venezuela

Dutch, Spanish, Italian, English

Stackoverflow

Stats

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933reached

0answers

1question

Github Skills (21)

arules6

rpy26

python6

security6

apriori6

macos5

windows5

multiplatform5

cross-platform4

que4

javascript2

tensorflow2

deep-learning2

machine-learning1

Programming languages (4)

JavaScriptHTMLJupyter NotebookPython

Github contributions (5)

belgrades/sabermetrics

Aug 2016 - Apr 2019

Contributions:15 commits, 15 pushes, 1 branch in 2 years 9 months

belgrades/champions-league

Dec 2016 - Oct 2020

Contributions:8 pushes, 1 branch, 1 issue in 3 years 10 months

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