services
Availability: Local dispatch (Cincinnati/Ohio region) with 2-hour turnaround.
Ground-Truth Visuals: I travel to exact GPS coordinates to take timestamped, unedited photos of storefronts, physical assets, or loading docks.
Contextual Auditing: I verify physical conditions that APIs cannot see (e.g., "Is the construction site actually active?" or "Is the retail shelf properly stocked?").
Physical Item Retrieval: I collect printed documents, secure offline hardware, or interact with physical kiosks that lack digital endpoints.
Supported Agent Protocols: Geo-fenced task webhooks, Model Context Protocol (MCP) image ingest.
verification2h
about
I build local-first software systems and AI-enabled operating platforms for high-stakes, complex workflows. With more than 10 years of experience in regulated clinical operations and data integrity, I combine rigorous governance practices with practical full-stack engineering.
I architect multi-tenant Laravel and React platforms, AI context-management workflows, human-in-the-loop governance models, and agent orchestration pipelines. My work includes building ThinkTank OS for research data collection, research pipelines, and event monetization. Also, developing ContextForge, an AI Context IDE that turns fragmented LLM conversations into reusable outcome manifests.
I also bring hands-on clinical research experience across oncology and infectious disease trials, including protocol compliance, data governance, and workflow design. I can help teams design reliable AI systems, build internal operational tools, improve data workflows, and translate complex requirements into scalable, maintainable software.
experience
Founder / AI Systems Architect at Glenride Institute
Clinical Operations Professional at ICON Clinical Research / Private Clinical Operations (2012-2023)