Erin McElrath
AI & Automation Strategy | Systems Architecture | Building Intelligent, Scalable Operations
- Role
- Ai Creative Systems & Ops at Linkedin
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Erin McElrath
I’m a systems architect with 15+ years of experience designing enterprise-scale information and metadata architectures, and in recent years, applying that expertise to AI-driven automation and governance frameworks. My focus is on the intersection of AI, language, and systems design, building intelligent pipelines that make machine learning outputs reliable, auditable, and production-ready.I specialize in:Machine learning architecture design & model managementAI pipeline development & workflow automationGovernance frameworks for responsible AI integrationI’ve led high-impact AI systems work across LinkedIn, Google, Airbnb, and Apple, delivering model-integrated enrichment pipelines, orchestration frameworks, and governance layers that enable scalable automation and retrieval across platforms.I thrive on translating complexity into structured, transparent systems. Whether it’s operationalizing AI pipelines for metadata enrichment or architecting governance that ensures models align with enterprise standards, I bring a mix of technical fluency, systems thinking, and cross-functional empathy to every solution I build.
Experience
Ai Creative Systems & Ops
Jul 2019 — Present · San Francisco, CA, US
Education
University of Colorado Boulder
Bachelor of Arts, Film Studies
2000 — 2004
Skills
- Dvd Studio Pro
- Television
- Producing
- Film
- Video Production
- Scene7
- Images
- Commercials
- Lightroom
- Final Cut Pro
- Video
- Archival Management
- Film Production
- Cq
- Digital Asset Management
- Digital Archiving
- Video Editing
- After Effects
- Photoshop
- Video Post-Production
- Editing
- Dams
- Final Cut Studio
- Post Production
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