Omar Khalil
Senior MLOps Engineer
Cairo, Egypt · Africa/Cairo (UTC+3) · 8 years of experience
Omar 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
Clinical Model Promotion System
diagnostic technologyDesigned and delivered a production ML platform focused on medical-imaging model controls; introduced traceable dataset and model promotion controls across three clinical products. The release included reproducible pipelines, promotion gates, lineage, drift alerts, and a documented rollback path.
Dataset Provenance Registry
diagnostic technology 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 medical-imaging model controls delivery for a diagnostic technology team and introduced traceable dataset and model promotion controls across three clinical products.
MLOps Engineer
2019–2023diagnostic technology product company (confidential) · Cairo, Egypt
- Built production systems in diagnostic technology, with increasing ownership of reliability, testing, and stakeholder delivery.
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Skill depth
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Relevant experience by skill
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Languages
Frameworks
Tools
Platforms
Storage
Paradigms
Credentials
Certifications
Google Cloud Professional Machine Learning Engineer
Google Cloud · 2026 · Certified
Google Cloud Professional Cloud DevOps Engineer
Google Cloud · 2025 · Certified
Communication
Languages
English
Fluent
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