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Data systems · Responsible AI · Business and public impact

I turn fragmented data into systems people can trust and use.

I’m Cynthia Muyunda-Kambobe, a data systems specialist working where reporting, operational delivery, and responsible technology meet.

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Selected work

Systems built for real operating conditions.

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USAID SUN TA data system architecture

USAID SUN TA · Decision infrastructure

Building a multi-sector data system for nutrition decisions

Designed the architecture connecting health, agriculture, and social-protection reporting so teams could work from a more coherent evidence base.

  • 69,000+ multi-sector records standardised
  • 416 facilities consolidated
  • 3 reporting sectors aligned
Cynthia Muyunda-Kambobe

About

Technical enough to build it. Practical enough to make it stick.

My work spans data architecture, analytics, reporting assurance, automation, and the responsible use of AI. I have worked with public-interest and humanitarian programmes where systems have to withstand incomplete data, multiple stakeholders, and real delivery pressure.

I co-founded Kithms to turn that experience into a focused practice for organisations that need stronger data foundations—not another layer of tools.

Need implementation support?

Take the delivery conversation to Kithms.

Explore services for data quality, reporting systems, analytics assurance, and governed AI.

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Writing

Notes from the work.

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Personal reflections on data practice, leadership, teaching, and building useful things.