ENGINEERING CASE STUDIES

A foundation built
through doing.

Selected university engineering work by Mesab Mahmoud, now informing the direction of Mesab AI. Explore the problem, the work and the practical relevance of each project.

RESEARCH · UTHM · 2021–2023

Water quality monitoring with machine learning

Designed and deployed an IoT sensor network across 10 remote sites, combining water measurements with machine-learning analysis.

10 remote sitesMonitoring network
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UNIVERSITY ENGINEERING PROJECT

Smart agriculture monitoring

An IoT monitoring project using soil moisture, temperature, humidity and water-level measurements.

4 sensor typesGrowing conditions
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BACHELOR’S FINAL PROJECT

Cloud API for IoT

A portable cloud API intended to support more than 20 IoT devices, with a tested light-switch control application.

20+ devicesIntended API scope
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Academic and research projects completed before Mesab AI. Project results describe their original context and do not imply commercial deployments or product availability.

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