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Drew Dunn
Senior AI Engineer specializing in generative AI and production ML systems
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About
ML/AI engineer with hands-on ownership of production computer vision, speech, and legal RAG systems. Notably improved a key-duplication CV pipeline enough to unblock commercial launch and remove specialist manual measurement, and also shipped a live Quran recitation detection feature for a product with 1M+ users.
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Key Strengths
- Owned end-to-end production ML system from experiment through deployment and monitoring
- Improved CV pipeline real-world pass rate from roughly 40-45% to 85-87%
- Used production logs to prioritize fixes by impact rather than intuition
- Strong computer vision debugging in real-world edge cases like specular reflection
- Shipped real-time recitation error detection feature for a 1M+ user product
- Applied conservative thresholding and clear UX boundaries to manage AI safety and trust
- Balanced recall, precision, and latency in legal RAG with hybrid search and reranking
- Reduced legal correction rate from 18% to 4% after metadata filtering
- Delivered major workflow efficiency gains, cutting contract review from hours to under 20 minutes
- Built tested Python services with unit and integration coverage and auto-generated API docs
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