Pawel Bielski
AI Engineer at Exxeta
Karlsruhe, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolPawel Bielski is an AI Engineer based in Karlsruhe with 10 years of experience blending electrical engineering foundations with applied machine learning and data engineering. He holds a PhD-level research background from KIT where he focused on domain-knowledge guided ML and later translated that expertise into production by integrating generative AI into SaaS at Bee360 and now driving AI initiatives at Exxeta. His career spans embedded systems, industrial data science at Bosch, and scalable ETL and streaming architectures using Spark, Kafka, Cassandra and AWS, giving him a rare end-to-end view from hardware to cloud. Pawel is skilled at turning complex domain insights into practical tooling and shop-floor visualizations, and has a track record of embedding user-centered design into technical solutions. Colleagues value his ability to bridge research and product needs—often surfacing non-obvious domain constraints that significantly improve model reliability.
10 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Karlsruhe Institute of Technology (KIT)Bachelor’s Degree, Electrical, Electronics and Communications Engineering, Bachelor’s Degree, Electrical, Electronics and Communications Engineering at Gdańsk University of Technology
Polish, English, German
Github Skills (2)
sensor5
iot2
Programming languages (2)
Github contributions (5)
Energy-Theory-Guided-Data-Science/Gas-Turbine
Jun 2024 - Feb 2025
Can domain knowledge help to model a gas turbine?
Contributions:2 PRs, 8 pushes in 8 months
Energy-Theory-Guided-Data-Science/Battery-System
May 2024 - Dec 2024
Contributions:6 pushes in 7 months
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