Annamaria K.
Annamaria is a senior MLOps Engineer with over 13 years of experience spanning software engineering, cloud infrastructure, and machine learning operations. Her background combines strong engineering fundamentals with a deep understanding of the operational challenges involved in deploying ML systems at scale. She has worked primarily with US-based AI and SaaS companies, supporting teams in moving from experimental ML models to reliable, monitored, and maintainable production systems.
About Annamaria
Throughout her career, Annamaria has designed and operated ML platforms that support continuous training, automated deployment, and model monitoring in production environments. She has extensive experience working at the intersection of ML engineering, infrastructure, and DevOps.
Her approach is reliability-first: she believes ML systems should be treated as long-lived products, with strong observability, clear ownership, and predictable behavior in production. She works closely with ML Engineers and Data Scientists to ensure smooth handoffs from research to deployment.
