End-to-end, from discovery to proposal and implementation
My role isn't "build what you're handed" — it starts with hearing out the client's problem myself and being involved from the stage where the solution is still being shaped.
- Sit in on client meetings and interviews, from articulating business problems to sparring on possible solutions
- Analyze competitors' proposals to design differentiators around cost structure and technology choices
- Work across phases — requirements, AI-driven system design, estimation, proposal decks, and implementation
- Continuously involved in multiple AI-adoption projects for small and mid-sized businesses














