Ivan Bilan

Engineering Manager at Personio

Munich, Bavaria, Germany
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Summary

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Rockstar
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Ivan Bilan is an engineering manager based in Munich with a decade of experience building and scaling secure, data-driven platforms across IAM, data engineering, MLOps and NLP. Currently leading the IAM-focused Product Platform at Personio, he oversees high-throughput microservices (5k+ RPS) and has grown teams from a single squad into a multi-team tribe. Previously he led NLP, data science and infrastructure teams at TrustYou, shipping multilingual NLP pipelines and robust ETL/ML platforms. He combines hands-on technical depth in Python and distributed systems with people-first leadership—mentoring engineers while shaping platform-level ownership and reliability. Ivan’s background in computational linguistics and technology management gives him a rare mix of linguistic insight and product-oriented systems thinking. He often operates at the intersection of security and AI, turning research-grade NLP into production-ready services.
code10 years of coding experience
job7 years of employment as a software developer
bookLudwig Maximilian University of Munich
bookHonours Degree, Technology Management, Honours Degree, Technology Management at Center for Digital Technology and Management
bookBachelor of Arts (B.A.) + Specialized Diploma, English and German Studies, Linguistics, Bachelor of Arts (B.A.) + Specialized Diploma, English and German Studies, Linguistics at Drohobych State Pedagogical University
languagesUkrainian, English, German, Japanese
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Stackoverflow

Stats
2,399reputation
361kreached
19answers
66questions
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Github Skills (101)

python10
self-attention10
cython10
management10
nlp10
agile10
artificial-intelligence10
relation-extraction10
text-classification10
natural-language-processing10
pytorch10
named-entity-recognition10
technical-writing10
spacy10
aws10

Programming languages (5)

JavaCSSJavaScriptJupyter NotebookPython

Github contributions (5)

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A comprehensive reference for all topics related to building and maintaining microservices
Contributions:46 commits, 1 PR, 45 pushes in 1 year 6 months
microservicespandectkubernetesawscloud
NLP: Relation extraction with position-aware self-attention transformer
Contributions:126 commits, 9 pushes, 3 branches in 4 years 9 months
natural-language-processingrelation-extractionself-attentionnlpattention-encoder-model
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