Carla Jiménez
Senior MLOps Engineer
Madrid, Spain · Europe/Madrid (UTC+2) · 9 years of experience
Carla 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
Geospatial Training Factory
mobilityDesigned and delivered a production ML platform focused on geospatial model operations; standardized reproducible training across 14 city-specific demand models. The release included reproducible pipelines, promotion gates, lineage, drift alerts, and a documented rollback path.
City Model Health Console
mobility 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
2023–PresentDevlyn client assignments · Remote
- Led geospatial model operations delivery for a mobility team and standardized reproducible training across 14 city-specific demand models.
MLOps Engineer
2017–2022mobility product company (confidential) · Madrid, Spain
- Built production systems in mobility, 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
AWS Certified Machine Learning Engineer – Associate
Amazon Web Services · 2023 · Certified
Databricks Certified Machine Learning Professional
Databricks · 2026 · Certified
Communication
Languages
English
Fluent
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