5 papers
Aletheia: An Offline-First Clinical Decision Support System for Differential Diagnosis in Low-Resource Healthcare Settings
Joseph Walusimbi, Ann Move Oguti, Abubakhari Sserwadda +2
Access to specialist clinical expertise remains severely limited across sub-Saharan Africa, where physician-to-patient ratios can fall below 1:25,000 in rural settings. Existing AI…
An AI Security Agent for Banking: Multi-Vector Fraud and AML Detection Across Retail and Corporate Accounts
Joseph Walusimbi, Joshua Benjamin Ssentongo
Banks face two threat families with fundamentally different detection requirements: signature-based fraud (card-not-present attacks, account takeover, ATM cloning) and behavioural…
An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response
Joseph Walusimbi, Joshua Benjamin Ssentongo
University Academic Management Information Systems (ACMIS) are high-value targets for a wide spectrum of security threats including brute-force login attacks, payment fraud, privil…
Arapai: An Offline-First LLM Architecture for Adaptive Learning in Low-Connectivity Environments
Joseph Walusimbi, Ann Move Oguti, Joshua Benjamin Ssentongo +1
Artificial intelligence and large language models (LLMs) are transforming educational technology by enabling conversational tutoring, personalised explanations, and inquiry-driven…
Integrating Attendance Tracking and Emotion Detection for Enhanced Student Engagement in Smart Classrooms
Keith Ainebyona, Ann Move Oguti, Joseph Walusimbi +1
The increasing adoption of smart classroom technologies in higher education has mainly focused on automating attendance, with limited attention given to students' emotional and cog…