Ketul
Senior MLOps Engineer
Zagreb, Croatia · Europe/Zagreb (UTC+2) · 8 years of experience
Ketul 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
Edge Vision Release System
manufacturing qualityDesigned and delivered a production ML platform focused on computer-vision operations; held inference availability above 99.9% across 42 edge production lines. The release included reproducible pipelines, promotion gates, lineage, drift alerts, and a documented rollback path.
Factory Drift Monitor
manufacturing quality 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 computer-vision operations delivery for a manufacturing quality team and held inference availability above 99.9% across 42 edge production lines.
System Network Administrator
May 2022–PresentViitorCloud Technologies · Zagreb, Croatia
- Built production systems in manufacturing quality, with increasing ownership of reliability, testing, and stakeholder delivery.
Information Technology Administrator
Nov 2018–Apr 2022Kadi Sarva Vishwavidyalaya, Gandhinagar · Zagreb, Croatia
- Built production systems in manufacturing quality, with increasing ownership of reliability, testing, and stakeholder delivery.
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Skill depth
Show experience in context.
Relevant experience by skill
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Languages
Frameworks
Tools
Platforms
Storage
Paradigms
Credentials
Certifications
Databricks Certified Machine Learning Professional
Databricks · 2024 · Certified
Certified Kubernetes Administrator
Cloud Native Computing Foundation · 2023 · Certified
Communication
Languages
English
Fluent
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