Zofia Nowak
Senior MLOps Engineer
Gdańsk, Poland · Europe/Warsaw (UTC+2) · 8 years of experience
Zofia focuses on reproducible model delivery, promotion controls, observability, and rollback.
Request a shortlistWhy this profile fits
Reproducible model delivery
Versions code, data references, configuration, and artifacts so training and promotion can be repeated and audited.
Safe promotion and rollback
Uses evaluation gates, staged rollout, lineage, and a tested rollback path for model changes.
Operational measurement
Monitors service health, data quality, drift, cost, and model behavior with clear ownership.
Relevant toolkit
Python
Kubernetes
MLflow
TerraformCI/CDDelivery evidence
Selected work
NLP Model Governance Pipeline
banking complianceDesigned and delivered a production ML platform focused on NLP model governance; cut evidence collection for quarterly model review from ten days to two. The release included reproducible pipelines, promotion gates, lineage, drift alerts, and a documented rollback path.
Evaluation Evidence Registry
banking compliance operationsBuilt the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.
Relevant experience
Career timeline
Senior MLOps Engineer
2024–PresentDevlyn client assignments · Remote
- Led NLP model governance delivery for a banking compliance team and cut evidence collection for quarterly model review from ten days to two.
MLOps Engineer
2019–2023banking compliance product company (confidential) · Gdańsk, Poland
- Built production systems in banking compliance, with increasing ownership of reliability, testing, and stakeholder delivery.
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Skill depth
Show experience in context.
Relevant experience by skill
See the complete skill index
Languages
Frameworks
Tools
Platforms
Storage
Paradigms
Credentials
Certifications
Certified Kubernetes Administrator
Cloud Native Computing Foundation · 2026 · Certified
AWS Certified DevOps Engineer – Professional
Amazon Web Services · 2025 · Certified
Communication
Languages
English
Fluent
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