Clear technical direction before you spend months building the wrong thing.
I help businesses make practical technology decisions: what to build, what to buy, how to host it, and how to keep the stack understandable. Engagements can be a short architecture session, a rescue plan for an existing app, or ongoing technical guidance while a product is being built.
Architecture reviews
A sober look at your stack, data model, deployment setup, and growth risks.
Build planning
Scope, milestones, vendor choices, and implementation paths that match budget and urgency.
AI opportunity mapping
Where AI can help, where it should stay out of the way, and what it would cost to run.
Operations guidance
Docker, cloud hosting, backups, monitoring, and migration planning for production systems.
Ideal for
Owners and teams who need an experienced technical partner before committing to a platform, rewrite, automation, or vendor.