Piotr Miłkowski
Senior AI System Engineer at Callstack
Wroclaw Metropolitan Area Poland
Summary
👤
Senior🎓
Top SchoolPiotr Miłkowski is a Senior AI System Engineer and scientist-programmer with over 15 years of software development experience and nine years focused on AI/ML and NLP. He blends academic rigor—authoring papers at top-tier conferences and pursuing a PhD—with hands-on product delivery, having built intelligent document processing, RAG/GraphRAG agents, and no-code/low-code AI platforms for enterprise clients. Piotr has led multi-team engineering efforts at BNY and PwC and now drives AI systems at Callstack, pairing cloud-native tooling (Azure, VertexAI) with on-prem GPU deployments. His background spans full-stack development, early open-source Linux community contributions, and technical blogging—evidence of both deep technical curiosity and public-facing communication. Notably, he moved from designing large-scale text-processing research prototypes to operationalizing automated data extraction pipelines that replaced manual workflows. Based in Wroclaw, he combines research-led innovation with pragmatic engineering to bridge NLP research and production-grade AI systems.
8 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Wrocław University of Science and TechnologyEnglish, IT, Mathematics, Physics, English, IT, Mathematics, Physics at I Liceum Ogolnoksztalcace im. Ziemi Kujawskiej we Wloclawku
Github Skills (62)
benchmark10
bandwidth10
utilization10
temperature10
stress9
classifier9
histogram9
machine-learning9
urwid9
cpu9
bert9
wordnet9
perf9
frequency9
cli8
Programming languages (5)
Github contributions (5)
CLARIN-PL/multiemo
Apr 2021 - Feb 2022
Contributions:5 commits, 4 pushes, 1 branch in 10 months
Perepyolka/party-shop
May 2018 - Jun 2018
Contributions:16 pushes, 1 branch in 1 month
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