Alessio Quercia
Research Associate
Cologne, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolAlessio Quercia is a research-focused machine learning engineer with 10 years of experience and a PhD trajectory spanning RWTH Aachen and Sapienza, now working as a Research Associate at Forschungszentrum Jülich. He specializes in data-efficient learning, transfer learning, and multi-task learning, with applied experience building a hybrid unsupervised–supervised pipeline for epileptic seizure prediction during an IBM Research internship. Alessio blends strong academic rigor—top marks in both bachelor’s and master’s degrees—with hands-on mentoring and teaching experience from university tutoring roles. His work emphasizes practical ML pipelines that bridge theory and real-world biomedical signals, and he has a demonstrated record of turning research prototypes into publishable results. Based in Cologne, he brings a continental research network and a pragmatic focus on transferable learning methods that scale across tasks and domains.
10 years of coding experience
1 year of employment as a software developer
Master's degree, Computer Science, 110/110, Master's degree, Computer Science, 110/110 at University of MilanBachelor's degree, Computer Science, 110/110, Bachelor's degree, Computer Science, 110/110 at Sapienza University of RomePhD Candidate, Computer Science, PhD Candidate, Computer Science at RWTH Aachen UniversityPhD Candidate, Computer Science, PhD Candidate, Computer Science at Sapienza Università di Roma
Italian, English, French, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (55)
lightning10
pytorch10
artificial-intelligence10
github-issues10
python10
data-science10
probot10
lifecycle10
dynamic10
machine-learning10
zap10
sequence-alignment10
github-bot10
reinforcement-learning10
scaling10
Programming languages (5)
Github contributions (5)
AlessioQuercia/Emotion_Recognition
Jun 2018 - Sep 2021
Contributions:18 commits, 10 pushes in 3 years 2 months
AlessioQuercia/Regression_Analysis_NN
Jan 2019 - Sep 2021
Contributions:9 pushes in 2 years 7 months
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