
Cloud migration of a manufacturing platform
DACH industrial group (3,200 employees): migrated the production-order platform from two on-prem data centres to AWS, with continuous live operation. New multi-account setup, IAM baseline, cutover in 7 waves with zero downtime.

Internal developer platform for logistics operator
Series-D logistics operator: built an internal developer platform on Kubernetes with Backstage frontend, ArgoCD GitOps, and service templates. 9 squads, ~80 engineers now have self-service deploys.

Data lakehouse + ELT for Series-A fintech
Series-A fintech (45 employees): built a lakehouse architecture on Snowflake + Iceberg with dbt transformations and Airflow orchestration. Data contracts between service domains and analytics, full handover to in-house data team.

Engineering audit + DevEx roadmap
SaaS scale-up (90 employees, ~35 engineers): four-week audit with DORA measurement, build-time analysis, and retrospective review. Output: 96-page assessment plus 12-month roadmap with effort estimates.