Łukasz Grochal
@ukaszgrochal
I build production agentic systems and LLM infrastructure enterprises can trust.
PolandWhat I'm looking for
At G-dev, I lead a four-engineer team delivering production agentic automation for enterprise clients. I architect AI runtimes with Prefect orchestration, OpenTelemetry tracing, release-gating evaluation pipelines, guardrails, and secure FastAPI APIs serving 100k+ requests per day.
I've spent 7+ years building in Python and 3+ years shipping LLM agents beyond demos. My open-source benchmarks compare agent frameworks on quality, speed, token efficiency, and consistency, while my earlier work spans GCP microservices, real-time data pipelines, enterprise integrations, and regulated financial systems.
Experience
Work history, roles, and key accomplishments
Tech Lead / AI Engineer
G-dev
Feb 2024 - Present (2 years 7 months)
Led a team of 4 engineers delivering agentic automation for enterprise clients. Architected AI runtime with multi-step orchestration, distributed tracing, and evaluation pipelines, and designed secure REST APIs serving 100k+ requests per day.
Python Developer
Lingaro
Oct 2021 - Feb 2024 (2 years 4 months)
Delivered secure GCP microservices for Fortune 500 clients and built BigQuery/Pub-Sub pipelines for real-time data processing and ETL. Established pytest testing standards and mentored junior engineers.
Integration Project Lead
Syncron Poland
Jan 2019 - Dec 2021 (2 years 11 months)
Led Python/Java integration projects for a supply-chain SaaS across ERP landscapes.
Monitoring Systems Developer
FIS
Jan 2017 - Dec 2019 (2 years 11 months)
Developed monitoring systems for a corporate treasury platform in a regulated financial environment.
Education
Degrees, certifications, and relevant coursework
Polish-Japanese Academy of Information Technology
Master of Science, Data Science
2019 - 2021
MSc in Data Science with a thesis on nonlinear time-series analysis of financial instrument returns.
Polish-Japanese Academy of Information Technology
Bachelor of Science, Information Technology
2012 - 2017
BSc in Information Technology with a focus on parallel and distributed computing.
Availability
Location
PolandAuthorized to work in
Salary expectations
Social media
Skills
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