AS
Employment
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Blue Shield of California Foundation Enterprise Architect AI
Education
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Colorado Technical University Master of Science in Computer Science2025 - 2026
Projects & Funding
Projects & funding information is unavailable.
Publications (8)
- Pre-Registered Causal Audit of Multi-Provider LLM Validator Consensus on an EHR-Derived Medication Benchmark: Answer-Position Effects, Pool-Level Biases, and a Two-Physician Pilot (Preprint) Save
- Contamination Percolation in Multi-Agent LLM Systems: A Measurement Framework and Benchmark Save
- Emergent Misinformation Genesis in Multi-Agent LLM Clinical Pipelines Save
- GAIF: Governed AI Architecture Framework v1.0 - An AI-Native Enterprise Architecture Framework for Probabilistic, Learning, and Governed AI Systems Save
- PHI-GUARD: Compliance-Aware LLM Routing for Healthcare with Distribution-Free Safety Guarantees Save
- Contamination Percolation in Multi-Agent LLM Systems: A Measurement Framework and Benchmark Save
- GAIF-4: Four Clinical AI Safety Metrics for Multi-Agent Clinical AI Pipelines Save
- GAIF: Governed AI Architecture Framework v1.0 - An AI-Native Enterprise Architecture Framework for Probabilistic, Learning, and Governed AI Systems Save