What I deliver
Technical direction for product architecture, stack choices, and delivery risk
Review of AI, mobile, web, and backend product decisions before deeper investment
Support for MVP scoping, refactoring plans, and engineering prioritization
Architecture thinking grounded in implementation experience, not theory alone
Useful when a team needs clarity before building or rebuilding