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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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M. Usman

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2 papers indexed here

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Review Open access Sep 2026

MULTI-CONTAMINANT POLLUTION BURDEN IN NIGERIAN FRESHWATER ECOSYSTEMS: A SYSTEMATIC REVIEW OF ECOTOXICOLOGICAL EVIDENCE FROM HEAVY METALS, HYDROCARBONS, PESTICIDES, AND MICROPLASTICS FOR INTEGRATED RISK ASSESSMENT

Nigerian freshwater ecosystems are subjected to multiple exposures of heavy metals, petroleum hydrocarbons, organochlorine and organophosphate pesticides and microplastics. This co-exposure makes risk assessment of contaminants alone more complex and underestimates the combined ecological exposure and impact on aquatic...

M. Usman, Nasir Ahmad Falaki, Mekonnen Abera Anbesa et al. · 0 citations
Review Open access Jul 2026

Workforce Development for Sustainable Built Environments: A Systematic Review of Skills Gaps, Training Deficiencies, and Strategic Pathways in the Green Construction Industry

This systematic review examines workforce development challenges linked to the transition towards sustainable built environments. The review focuses on skills gaps, training deficiencies, and strategic pathways in the green construction industry, where sustainability targets increasingly require competencies in energy...

Mariam Masud Oniye, M. Usman · 0 citations

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