I design and build AI-enabled applications from a defined business problem or product concept through a working system.
I work across product requirements, interface, frontend, backend, data, model and API integration, infrastructure, deployment, and technical handoff.
The AI capability is built as one part of the product. The surrounding application handles business logic, persistent data, permissions, validation, failure behavior, and user control.
This service is suited to founders, product teams, and operators who need direct technical ownership across a new application or major product workflow.
Each engagement is divided into defined milestones with written deliverables, acceptance criteria, timeline, and limitations.