Summary
Aurimas Griciūnas is a founder and CEO with ~8 years of hands-on experience building data platforms, MLOps, and production ML systems across fintech, travel, and AI tooling companies. He founded SwirlAI to cut through AI hype and deliver actionable guidance to practitioners, reaching a large audience via newsletters and LinkedIn. Previously he led product and engineering efforts at neptune.ai and drove cloud-native data platform transformations at HomeToGo, migrating systems to Kubernetes, Snowflake, and IaC with Terraform. Aurimas blends an actuarial math background with practical software engineering, which informs his focus on reliable, auditable ML lifecycles and experimentation tracking. He has deep expertise in AWS SageMaker, streaming and batch pipelines, and scaling ML in secure environments—often turning complex compliance and infra constraints into repeatable templates. Known for clear, accessible teaching, he helps teams level up in MLOps and data engineering while actively growing a community around production-ready AI.
8 years of coding experience