About

Locally calibrated energy data for Guinea, and the tools that put it to work.

1338
Series available
Curated catalog
20
Variables
Measured and derived
34
Pilot communes
Guinea · phase 1
35
Years of data
1991 → 2025
06
Operational sources
Satellite · reanalysis · Kuma-derived
01
Tool in beta
Solar Bridge
8–15%
systematic error on the local solar resource when global models are applied directly to African sites

The local data that was missing

Engineering firms across French-speaking Africa build their studies on global scientific datasets calibrated against reference stations located mostly in North America and Europe.

Alternatives exist, but they are scattered: a national weather station here, a one-off study there, a university thesis somewhere else. No single source brings them together or keeps them current at the local scale.

That dependency shapes sizing decisions, funders' assumptions and project economics. The result is an energy map of Africa drawn from the outside.

Field · Guinea

34 pilot communes, where the data is verified on the ground

A sizing decision is only as good as the data that feeds it.

When that data is poorly calibrated for the site, its error propagates into funders' assumptions and project economics.

The mission of Kuma Science is to fix that error at the source: build, maintain and publish the local reference dataset those decisions deserve.

Leadership

Portrait of Siba Kalivogui, founder and scientific director

Siba Kalivogui

Founder · Scientific and editorial direction

He leads Kuma Science's scientific method and editorial line: the qualification of its data series, the technical notes and the guides on the portal. An energy-efficiency engineer and a former state scholarship holder.

Portrait of Billy Sacko, manager of KUMA SCIENCE SARL

Billy Sacko

Legal representative

From Conakry, he runs Kuma Science's operations and manages its relationships with clients and partners across Guinea.

The team

  • Portrait de Tokpa Martin Sonomou

    Tokpa Martin Sonomou

    Shareholder · Design studies and field applications

    France

    He puts Kuma's solar data to work in engineering studies and field projects. A building engineer from IMT Lille Douai and a former state scholarship holder.

    LinkedIn
  • Portrait de Pivot-Rémy Loua

    Pivot-Rémy Loua

    Contributor · Instrumentation and measurement

    France

    He works on Kuma's instrumentation and measurement chain: sensors, data acquisition and hardware qualification. A microelectronics engineer from Sup Galilée and a former state scholarship holder.

    LinkedIn
  • Portrait de Oumar Diakhaby

    Oumar Diakhaby

    Contributor · Web platform

    Guinée

    He builds the platform Kuma uses to publish its data: the website, the map views, the series catalog and the mobile apps. A developer and engineer from INSA Lyon and a former state scholarship holder.

    LinkedIn
  • Portrait de Cecile Guilavogui

    Cecile Guilavogui

    Partnership Manager

    Canada

    She builds and maintains Kuma Science's partnerships.

Know-how you can verify

Kuma Science engineers have contributed, alongside university teams, to peer-reviewed research on decarbonizing off-grid communities in northern Canada: renewable energy integration, energy storage and building efficiency in extreme climates.

The portal is built to the same standard: stated assumptions, referenced formulas, uncertainty quantified locality by locality, and dated releases that funders and researchers can cite and verify years later.

This know-how is open by design: the data engine is free software, the reference dataset carries an open license, and both bear permanent identifiers that lead back to the source.

The company

KUMA SCIENCE SARL, a company incorporated under Guinean law in Conakry on July 9, 2026, designs, owns and operates the Kuma ecosystem: a data infrastructure, data products, software and APIs, services for institutions and businesses, and training and skills transfer.

The full legal identity, hosting arrangements and licenses are published on the legal notice page.

Company name
KUMA SCIENCE SARL (short form KUMA)
Legal form
Limited liability company under Guinean law (OHADA)
Incorporated
Conakry, July 9, 2026
Registered office
Nongo Conteyah, Ratoma, Conakry, Republic of Guinea
Management
Billy Sacko, legal representative · Conakry
Scientific direction
Siba Kalivogui, founder, energy-efficiency engineer · ORCID 0009-0002-8292-1905
Registration
Registration with the Conakry Trade Register (RCCM) in progress

Working together

Engineering firms, project developers, international funders, institutions and researchers: every inquiry gets a reply within two working days.