Fractional Product Manager
Taking fuzzy requirements to production-ready software through elicitation, rapid prototyping, end-to-end development, and quality assurance.

Community Builder
Focused on global, virtual communities in symbolic AI: semantic technology, ontology engineering, and metadata management.

One Methodology. Two Applications.
Whether launching a product or scaling a community, our process remains constant:

• Audit: Map internal systems and external market conditions.

• Conceptualize: Design high-impact initiatives and structured programs.

• Execute: Deploy a realistic, step-by-step action plan.

For each iteration, we bake our learnings into a knowledge base that informs subsequent efforts.