Alexandros Goulas

Senior Data Scientist

Rhein-Neckar Metropolitan Region Germany
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Summary

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Senior
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Top School
Alexandros Goulas is a Senior Data Scientist based in the Rhein-Neckar region with six years of applied experience building agentic document Q&A systems for the pharmaceutical domain. He blends a deep academic foundation—a PhD in Neuroscience and an MSc in Artificial Intelligence—with hands-on industry work at AbbVie and prior research roles at leading institutions like UKE and the Max Planck Institute. His expertise spans biological and artificial neural networks, computational neuroscience, and productionizing data-driven solutions for complex, regulated text corpora. Known for translating cutting-edge research into practical pipelines, he focuses on robust, interpretable models tailored to clinical and pharma document workflows. Colleagues value his ability to bridge experimental rigor with product-oriented delivery, bringing both scientific curiosity and deployment discipline to cross-functional teams.
code6 years of coding experience
job8 years of employment as a software developer
bookPhD, Neuroscience, PhD, Neuroscience at Maastricht University
bookMSc, Artificial Intelligence, MSc, Artificial Intelligence at KU Leuven
bookBSc, Informatics, BSc, Informatics at Technological Educational Institute of Athens
languagesGreek, German, English
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Github Skills (16)

recurrent10
electrophysiology8
computational-neuroscience8
representations6
statistics6
recurrent-neural-networks6
machine-learning4
data-mining4
pytorch4
predict3
cognitive-science2
tensorflow2
deep-learning2
python2
text-mining2

Programming languages (1)

Python

Github contributions (5)

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AlGoulas/bio_rnn_mem

Oct 2020 - May 2021

Predict sequential data with recurrent neural networks with biological wiring
Contributions:34 commits, 2 PRs, 8 pushes in 7 months
recurrent-neural-networks
AlGoulas/bio2art

Dec 2019 - Nov 2021

Convert biological neuronal networks to artificial recurrent neuronal networks
Contributions:135 commits, 9 PRs, 74 pushes in 1 year 11 months
artificialcomputational-neuroscienceelectrophysiologybiologicalneuronal
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