KWISH
Thesis · Deployment

Deployments. In production. At national scale.

AI systems we have built, shipped, and operate today across African government, education, and finance.

All workDeploymentFrameworkField Note
DeploymentGovernment

Uganda Media Centre

AI-Powered National Media CMS

Full CMS, admin dashboard, mobile newsroom layer and illustrated Ugandan SVG assets for Uganda's official government media body under the Ministry of ICT.

Outcome: Live platform serving national press operations

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DeploymentEducation

Victoria University

VU AI Nexus, Campus-Wide AI Platform

A campus-wide AI programme for Victoria University, 2025 to 2027: platform, staff enablement, governance and rollout across faculties.

Outcome: Campus programme running to 2027

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DeploymentEducation

Victoria University

VU AI Space, University AI Learning Platform

University AI learning platform with the AI teacher 'Amara', a 24-lesson curriculum, voice narration and a verifiable certificate system.

Outcome: Active enrolment with African-contextual examples

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DeploymentEducation

Forward University

Digital Campus and AI Curriculum

Digital campus build and AI curriculum enablement for a new-generation Ugandan university, from public web presence to staff capability.

Outcome: Digital campus live with AI curriculum in teaching

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DeploymentEducation

Victoria University

Appointment and Visitor Platform

Appointment booking and visitor management platform for campus front desk, staff calendars and security screening.

Outcome: Front-desk visitor flow digitised end to end

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DeploymentEducation

Kodo Scholarship

Scholarship Discovery and Application Platform

kodoscholarship.com, a unified platform that helps African students find scholarships, track deadlines and submit applications in one place.

Outcome: Single discovery view for scholarship opportunities

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DeploymentAgriculture

Kilimo Robotics

AI and Robotics Platform for Precision Agriculture

kilimorobotics.co, autonomous field systems and AI analytics for African agriculture, with the data pipeline, computer-vision stack and cloud control layer built by Kwish.

Outcome: Field-ready robotics and analytics platform

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DeploymentFinance

East African fintech, name withheld

Fraud Intelligence Platform

Real-time fraud signal detection across mobile money and card rails. The client's name is withheld under a confidentiality agreement.

Outcome: Detection-to-action latency reduced

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