Christopher Mangun

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Christopher Mangun is a Forward-Deployed AI Architect who helps healthcare and life-sciences organizations design, deploy, and govern production AI systems including enterprise RAG, LLM evaluation, FHIR integration, MLOps, model governance, and compliance automation.

Canonical profile: https://healthcare-ai-consultant.com/resume · Agent brief: https://healthcare-ai-consultant.com/agent-brief · Last updated June 4, 2026

Principal AI Platform Consultant / Regulated AI Systems Practice

• Productizing and demonstrating the same regulated AI patterns previously delivered inside Pfizer, Abbott, and healthcare-agency environments: enterprise RAG, model governance, compliance automation, FHIR integration, LLM evaluation, and policy-enforced agent workflows.
• Architecture authority: own target architecture, trust boundaries, NFRs, threat controls, ADRs, cost assumptions, and production acceptance criteria for public regulated-AI reference systems.
• Built 12 public, source-reviewable proof systems with retrieval, audit trails, role-aware access, PHI-aware controls, model cards, deterministic evaluation harnesses, and evidence viewers for AI governance and model risk review.
• Delivered Salesforce-Shopify integration pipelines and marketing automation infrastructure supporting Love Trust's growth platform.
• Expanded verified cloud, ML, data, DevOps, security, healthcare AI, and Six Sigma credential stack for Principal AI Architect and Forward-Deployed Engineer roles.

Production Lead / Forward-Deployed AI Operations

• Architecture authority: shaped governed retrieval, source-system boundaries, approval controls, operating ownership, and production acceptance with Pfizer and agency leadership.
• Embedded with Pfizer Global Production and agency leadership on CEO special-project pilots, translating operational ambiguity into governed workflows, stakeholder alignment, and production-ready delivery plans.
• Led design of an internal AI search assistant using OpenAI and SharePoint, shaping Glean-style semantic indexing for controlled enterprise knowledge retrieval in air-gapped, regulated environments.
• Owned production execution for Pfizer's largest brand initiatives, including Abrysvo RSV and Comirnaty vaccine workstreams, balancing speed, MLR readiness, and operational risk.

Director of Production & Delivery / Pharma Platform Operations

• Architecture authority: owned platform operating models, integration and knowledge-management direction, delivery controls, and cross-functional acceptance across a $51M portfolio.
• Launched global intranet and single-source knowledge bases across AREA23, FCB Health, and ProHealth, creating reusable operational infrastructure for distributed pharma teams.
• Managed $51M portfolio across Novartis and Sanofi brands, aligning product, creative, medical, regulatory, and production teams around delivery risk and market access needs.
• Directed 60+ cross-disciplinary staff and partner teams, building the operating rhythm needed for high-stakes healthcare content and platform programs.

Forward-Deployed Engineering (Contract)

• Architecture authority: owned ingestion and ML-readiness boundaries, cloud control requirements, observability expectations, and deployment cadence for regulated diagnostics data.
• Deployed data ingestion and ML-readiness pipelines across 30K+ global diagnostics systems, creating regulated data foundations for analytics, downstream model workflows, and executive insight.
• Led agile transformation of a global diagnostics data ecosystem supporting BinaxNOW-era operating needs and regulated delivery cadence.
• Built production-grade NLP and LLM-readiness pipelines with 10x read round-trip latency improvement and stronger observability for regulated analytics workflows.

Associate Director, Tech

• Guided digital and technical strategy for GI Genius AI-assisted adenoma detection, connecting clinical product context with launch, regulatory, and stakeholder workflows.
• Directed launches for three pharma brands while implementing agile operating rhythms for healthcare teams.

Senior Technical Program Manager

• Developed $12M SOWs, staffing plans, and technical delivery models for Eli Lilly and Boehringer Ingelheim programs.
• Served as Salesforce and Veeva Cloud technical gatekeeper for Eli Lilly while leading regulated pharma launches.

Software Engineer (SaaS)

• Designed and deployed SaaS, workflow, and secure application systems for MSK Enterprise, Concentric Health, Grey Group, AOM, and HBO-aligned production workflows.
• Served as embedded contractor optimizing Pfizer Salesforce and CLM integration layers, building early enterprise platform depth.

Project Manager

• Launched the foundation's first global digital platform, including multi-currency donation flows, tax-compliant receipts, secure architecture, and transparent reporting.

Certifications