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Steffen L
@steffen_lauterb
Freelance MLOps Engineer
Germany
German, English
About me
I am a freelance MLOps Engineer specializing in turning ML prototypes into production-ready systems. I help teams with API serving, Dockerization, CI/CD, and cloud deployment on GCP. My expertise includes Python, FastAPI, MLflow, and monitoring tools like Prometheus and Grafana.
Skills
Steffen L
Offline •
See my services
AI Technology Consulting
I will audit your machine learning notebook and create a deployment roadmap
Portfolio
Work experience
Freelance MLOps Engineer
Self Employed • Freelance
Jan 2026 - Present • 6 mos
Freelance MLOps Engineer helping data science and engineering teams productionize existing ML models and prototypes. Core services include model-to-API deployment with FastAPI and Docker, MLflow experiment tracking, CI/CD pipelines with GitHub Actions, and cloud deployment on GCP. Developed reusable MLOps templates for classification and forecasting use cases, including drift detection and retraining workflows.
