Andrea Castellani
Senior Scientist at Honda Research Institute Europe GmbH
Frankfurt, Hesse, Germany
Summary
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Senior🎓
Top SchoolAndrea Castellani is a Senior Scientist with a Ph.D. in Machine Learning and eight years of experience translating advanced research into production ML and data science solutions, currently leading projects at Honda Research Institute Europe. He specializes in anomaly detection, concept drift, and fairness optimization for industrial time-series and energy monitoring, often deploying scalable architectures that bridge digital twins and deep learning. Andrea has a strong academic track record—summa cum laude PhD, multiple high-impact publications, an ICANN Best Paper award, and roles as reviewer and invited speaker—yet consistently focuses on applied outcomes and stakeholder alignment. He mentors MSc and PhD students, coordinates cross-functional teams, and balances rigorous research with pragmatic engineering to deliver measurable operational improvements. A less obvious strength is his hardware-to-ML background: early electrical engineering and vehicle R&D experience give him uncommon fluency in sensor systems and embedded data pipelines.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Summa cum laude, Doctor of Philosophy - PhD, Computer Science, Summa cum laude at Bielefeld UniversityMaster Degree, Electrical, Electronics and Communications Engineering, 110/100 cum laude, Master Degree, Electrical, Electronics and Communications Engineering, 110/100 cum laude at Università Politecnica delle Marche
Italian, English, Spanish, German
Stackoverflow
1reputation
0reached
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Github Skills (22)
lstm-neural-networks9
recurrent-neural-networks9
unsupervised-learning9
time-series-forecasting9
prediction9
outlier-detection8
anomaly-detection8
forecasting-models8
data-mining7
lstm7
fraud-detection6
machine-learning6
tensorflow5
deep-learning5
time-series5
Programming languages (2)
Github contributions (5)
Castel44/AL_delay
Apr 2022 - Feb 2023
Contributions:7 commits, 5 pushes, 1 branch in 10 months
Castel44/FPGA-based-platform-for-Lightweight-Cryptographic-Algorithms
Jun 2018 - Jun 2018
Contributions:55 commits, 38 pushes, 4 branches in 10 days
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