Research design & field data systems
Study protocols, digital questionnaires, Kobo/ODK/REDCap-style workflows, enumerator tools, data quality checks, and secure datasets ready for analysis.
Survey toolsData dictionariesQuality dashboards
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Research · Data · AI · Monitoring & Evaluation
I help organizations design research, manage clean data, measure program performance, build dashboards, and deploy practical AI/software tools that make operations smarter.
About the consultant
I am Samson Banankhu Mhango, a Malawian Data Scientist, AI/ML Engineer, Software Developer, Data Manager, and M&E practitioner. My work sits at the intersection of research quality, analytics, and production software.
Clients work with me when they need someone who understands both the evidence requirements of research and the engineering discipline needed to turn data into reliable tools.
Consulting services
Study protocols, digital questionnaires, Kobo/ODK/REDCap-style workflows, enumerator tools, data quality checks, and secure datasets ready for analysis.
Results frameworks, indicator tracking, baseline/endline studies, learning briefs, and donor-ready reporting for programs that need credible evidence.
Clean pipelines and executive dashboards that turn program, sales, health, or operations data into decisions your team can act on every week.
Practical AI assistants, geospatial tools, CRMs, LMS analytics, and custom web platforms built around your organization’s data workflows.
Engagement process
01
Clarify your decisions, users, constraints, data sources, and reporting obligations before building anything.
02
Create a practical research, data, or software architecture with clear milestones and success measures.
03
Build the tools, clean the data, analyze results, and document the work so your team can use it confidently.
04
Train your team, hand over assets, and support adoption so the work continues after delivery.
Proof & credibility
Who this is for
Selected publications
2026
2026
2025