Author

Articles by Fredrick Kioko

Solutions Architect

Fredrick Kioko is a solutions architect based in Nairobi, Kenya, building health information systems and working toward launching Jamii Health Innovations.

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Catching invisible errors: How I built a duplicate detection agent for Kenya's HIV program

A multi-agent duplicate detection system built with Elastic Agent Builder addresses the 56% failure rate of manual duplicate detection in Kenya's HIV patient records. It uses tiered risk scoring and specific recs to provide $195K annual savings.