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Research Portfolio
Publications & Research Agenda
Academic work at the intersection of Artificial Intelligence, Educational Data Mining, and digital transformation in Ghanaian and African schools.
1
Completed Thesis
3
Working Papers
7
Schools as Research Sites
5k+
Live Student Records
Master's Thesis
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Enhancing Mathematics Instruction at GRATIS Technical Institute for Improved Student Engagement and Outcomes
Master's Thesis — MTech in Data Science
Working Papers
WP — 01
In Preparation
EduTrackSMS: A Data-Driven Educational Management Platform for Ghanaian Schools — Architecture, Impact, and Research Potential
Journal of Educational Technology & Society
WP — 02
In Preparation
Predicting Student Performance in Ghanaian TVET Schools Using Artificial Neural Networks: A Multi-School Empirical Study
Computers & Education · JEDM
WP — 03
In Preparation
Learning Analytics for Technical and Vocational Education in Sub-Saharan Africa: Opportunities, Challenges, and a Data-Driven Framework
International Journal of Learning Analytics
PhD Research Agenda
What the Research Will Tackle Next
AI-Driven Early Warning Systems
Neural networks trained on EduTrackSMS data to identify at-risk students before dropout or failure — using attendance, grades, and fee patterns as predictors.
Explainable AI for School Leaders
Designing XAI dashboards that surface AI-generated insights in plain language — helping principals make data-driven decisions without technical expertise.
AI Ethics in the Global South
Investigating bias, equity, and fairness in educational AI models trained on African data — ensuring interventions help the most marginalised students first.
Personalised Learning at Scale
Building recommendation engines that suggest targeted remediation, pacing adjustments, and teacher interventions based on real Ghanaian student learning patterns.
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