A few representative projects. Problem, mechanism, result.
Coregulation Health Institute
Program Architect
Challenge: Behavioral health intervention had to move from whitepaper to deployable B2B program with no playbook.
What I did: Built pilot architecture, KPI-driven OKRs, and embedded systems documentation into the client's workflow.
Result: Coordinates across multiple organizations through structured resource allocation instead of ad-hoc communication.
Established internal working infrastructure with dynamic resource allocation frameworks, enabling cross-functional coordination across diverse organizational environments.
Translated institutional behavioral health theory into real-world application through structured communication design.
Owlills Advocates
Principal, Strategic Operations
Challenge: Forensic healthcare auditing required processing PHI under HIPAA with zero external server exposure.
What I did: Built a fully local automation stack using local LLMs, Docker, and n8n to handle ingestion, tracking, and resolution.
Result: Full audit lifecycle runs inside a zero-trust perimeter with zero external API calls for protected data.
Translated federal billing statutes into actionable audit strategies and mapped full-lifecycle solutions for unstructured data environments.
Human Data / Handshake AI
AI Data Operations Consultant
Challenge: Clinical and executive AI models were producing reasoning errors that created liability gaps before deployment.
What I did: Designed ground-truth validation metrics and stress-testing criteria to catch multimodal hallucinations at the evaluation stage.
Result: Engineering teams received audited data to move experimental models into production without compromising care standards.
Served as conduit between engineering teams and clinical domain experts, providing ground-truth data to transition experimental AI models into compliant, production-ready environments.
Designed evaluation frameworks that identified model hallucinations in clinical contexts, ensuring AI logic aligned with standard-of-care requirements.
