Justin Karr
Machine Learning Engineer. I build AI agents that run in production.
20+ Years Intelligence & Data Operations · 11 AI Agents in Production
Machine Learning Engineer. I build AI agents that run in production.
20+ Years Intelligence & Data Operations · 11 AI Agents in Production
I spent 16 years at NGA and 5 years in the Marine Corps turning raw data into actionable intelligence — three combat deployments, thousands of analyst hours automated, and a career built on making complex systems work under pressure.
Now I build AI. Not demos or prototypes — production systems with real users. I designed and operate a multi-agent platform running 30+ automated pipelines, processing thousands of records daily. I work across the full lifecycle: from identifying the problem, to prototyping with stakeholders, to hardening and deploying at scale.
I'm at my best when the problem is ambiguous and the solution needs to actually ship.
AI orchestration platform coordinating 11 specialized agents across lead intelligence, outreach automation, and real-time monitoring.
Real-time severe weather monitoring system that detects hail events and triggers automated property lead collection across 11 states.
7-stage async enrichment pipeline that transforms raw business filings into scored, qualified leads with full contact profiles.
Production-grade retrieval system for multi-version enterprise documentation using semantic search.
I'm open to full-time ML engineering roles, contract work, and interesting problems.
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