Grace Mbeki, MSc
Data Scientist & Educator
Turning everyday numbers into clear, actionable answers for the decisions that matter most.
Grace Mbeki is a Nairobi-based data scientist and mathematics educator with over eleven years of experience bridging rigorous quantitative analysis and practical, everyday decision-making. At Safaricom PLC, she designs and maintains predictive models that inform consumer pricing and service decisions for millions of mobile-money users across East Africa, work that has sharpened her instinct for making complex calculations both precise and immediately legible to a non-specialist audience. Her earlier role at the Kenya National Bureau of Statistics saw her lead training programmes that taught government analysts how to communicate numeric findings clearly, a background that directly informs how she structures explanatory content on OnlyCalculators.
Grace authors and reviews the tools in OnlyCalculators' everyday-life, dates and time, and consumer math collections. These include calculators for tip splitting, percentage change, date-difference reckoning, and cost-per-unit comparisons, problems that sound simple but carry real stakes when someone is negotiating a restaurant bill, planning a payment schedule, or comparing mortgage terms. She cross-checks every formula against authoritative references, verifies edge cases (leap years, regional rounding conventions, tax-inclusive vs. tax-exclusive percentages), and rewrites explanatory copy until a secondary-school reader and a finance professional can both trust and use the result.
Outside her corporate and editorial work, Grace teaches undergraduate data literacy at Strathmore University on a part-time basis and contributes methodology reviews to statistical literacy initiatives across Sub-Saharan Africa. Her dual grounding in academic statistics and production-scale data systems means she approaches every calculator as both a mathematical artefact that must be provably correct and a user-facing product that must earn trust on first contact.
“Every formula is verified against primary references and tested against real edge cases before publication, because a calculator that is almost right is worse than no calculator at all.”