Marek Rydlewski
Staff AI Engineer at Relativity
Poznan, Greater Poland Voivodeship
Summary
👤
Senior🎓
Top SchoolMarek Rydlewski is a Senior AI Engineer with over a decade of software experience and 9+ years focused on production‑grade machine learning, specializing in agentic AI, LLM‑based automation, and document intelligence. He leads teams building tool‑using, multi‑step AI agents and architects end‑to‑end ML platforms that extract structured knowledge from complex technical PDFs. Comfortable across the stack, Marek blends NLP research (BERT, transformers, PyTorch) with robust engineering—designing microservices in Python, Go and Rust and deploying scalable solutions on cloud infrastructure. His background spans speech and conversational systems to large‑scale information extraction, reflecting a pragmatic commitment to reliability and observable production systems. Based in Poznan, he combines academic training in intelligent decision support with hands‑on platform leadership, often translating research concepts into autonomous drafting and reasoning products.
11 years of coding experience
7 years of employment as a software developer
Master's degree Computer Science - Intelligent Decision Support Systems, Master's degree Computer Science - Intelligent Decision Support Systems at Poznan University of TechnologyMaster's degree Computer Science, Master's degree Computer Science at Sveučilište u Rijeci / University of RijekaExtended Math Computer Science and Physics, Extended Math Computer Science and Physics at High School no 8 in Poznan
Polish, English, German
Github Skills (45)
pytorch10
python10
machine-learning10
multimodal10
llm10
audio10
deep-learning10
natural-language-processing10
transformer10
nlp10
machine-learning-models9
transformers9
inference9
glm9
speech-recognition9
Programming languages (5)
Github contributions (5)
marekrydlewski/deep-roads
Jun 2017 - Aug 2018
Contributions:54 commits, 5 pushes in 1 year 1 month
marekrydlewski/ProgrammingBlockchainCodeExamples
Mar 2018 - Apr 2025
Contributions:3 pushes in 7 years 2 months
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