AI Orchestration: Senior Oversight, Production-Ready Results
AI as a Laborer, Not a Lead
The Philosophy
I treat AI as a core member of my product team. In my orchestration process, I engage in the exact same high-level strategic conversations with the model that I would have with the Product Managers to establish a roadmap, the Frontend and Backend Developers to architect the data flow, and the Designers I manage to refine the user experience.
By treating AI as a colleague rather than a static script, I can pressure-test concepts in real-time. However, this level of professional trust comes with a daily reality check: AI is absolutely incredible with what it can do, but it can be so dumb in the dumbest ways. My role is to provide the senior-level oversight necessary to transform raw LLM output into high-utility, production-ready applications.
Safe Stride
Mapping Collective Intelligence for Urban Safety
SafeStride is a specialized cartographic utility designed to help women navigate major cities like Las Vegas and Denver with confidence. By synthesizing real-time data from municipal police reports and community forums into a dynamic Mapbox heatmap, the app transforms fragmented noise into actionable environmental intelligence. To ensure a high-trust social environment for group activities, I architected a fintech-grade biometric "Doc + Selfie" verification gate, establishing a 1:1 human-to-account ratio for the community.
Soundcheck
Unifying a Fragmented Local Music Ecosystem
Soundcheck Denver is a three-sided marketplace that connects fans, artists, and promoters within a single, high-fidelity experience. By building a custom orchestration layer to scrape and normalize live data, the app surfaces verified presale codes and "pop-up" show alerts that were previously buried in disparate corners of the web. The platform streamlines the B2B booking pipeline, providing venues with a vetted, searchable database of local talent and real-time artist availability.
ME360
ORGANIZED AROUND THE BODY, NOT THE APPOINTMENT
Me360 is a personal health record organized around the body instead of the appointment. It turns six years of labs, imaging and visits into eleven body systems, explains every result in plain language against the lab's own range, and shows how a change in one part of the body connects to another. It then goes past the record, tracking whether each follow-up step actually happened and measuring outcomes instead of app usage. Built with Claude Code on a fully synthetic patient.