Nayef Roqaya
Dusseldorf, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolNayef Roqaya is a Senior AI and Machine Learning Engineer based in Düsseldorf with a decade of experience building production-grade NLP and generative AI solutions for enterprise and healthcare contexts. He has designed and deployed models across the NLP stack—sentiment, NER, QA, summarization, chatbots—and implemented advanced generative approaches (LLMs, GANs, VAEs, diffusion, ViTs) using TensorFlow and PyTorch. At DISH Digital Solutions / Metro AG he translated research into product features that improved customer experience for cross-functional teams, while earlier roles at LOGEX and LeamraTech focused on large-scale data engineering and predictive systems for healthcare. Combining a Master’s in Computer Science (AI/Data Science) from the University of Bonn with hands-on engineering, he specializes in turning messy big data into automated decision and content-generation pipelines. Colleagues know him for meticulous engineering and a knack for applying cutting-edge generative techniques to concrete business problems affecting real users.
10 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering - BE, Artificial Intelligence, Bachelor of Engineering - BE, Artificial Intelligence at GSU-HST / KSAMaster Computer Science, Artificial Intelligence / Data science, Master Computer Science, Artificial Intelligence / Data science at The University of Bonn
German, English
Github Skills (18)
semantic-web9
apache-jena9
rdf9
owl8
distributed-computing8
spark8
apache-spark8
machine-learning5
big-data5
eclipse-marketplace4
eclipse4
arm3
gnu3
risc-v2
mcu2
Programming languages (3)
Github contributions (5)
nayefroqaya/NovaAD
Oct 2025 - Jun 2026
LogSSAD: Semi-Supervised Anomaly Detection in Log Series
Contributions:7 PRs, 61 pushes in 7 months
nayefroqaya/Exper_PLELOG
Dec 2025 - Apr 2026
Contributions:53 pushes, 1 branch in 4 months
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