I work where cloud architecture, delivery systems and regulated AI workflows overlap. Engagements can be advisory, hands-on, or a focused combination of both.
Focused project
A defined review or implementation track with explicit deliverables, assumptions and checkpoints.
Retained support
Reserved capacity for ongoing architecture, platform and production work that benefits from continuity.
Advisory session
A short, targeted engagement for a decision, risk review or implementation plan.
Cloud architecture
A focused review or implementation track for production cloud environments that need clearer boundaries, security controls and operating decisions.
A cloud foundation your team can explain, operate and evolve without relying on undocumented assumptions.
Platform delivery
Hands-on delivery systems, infrastructure automation and operational practices for teams moving beyond manual or fragile production changes.
A repeatable path from source control to production, with clearer release, rollback and support behavior.
Regulated AI workflows
Production-oriented GenAI systems where data flow, access control, evaluation, auditability and operations matter as much as the model call.
An AI workflow that fits the product’s security and operating model instead of remaining an isolated prototype.
Share the current state, the constraint and what a useful outcome would look like.