Nehal Mahmoud

I've delivered GIS analysis, spatial data management, utilities planning, and land-surveying work for Elseady Group, Elrahma Group, and freelance clients. My work includes utilities planning projects and surveying using Total Station and GPS.

Since 2024, I've supported Outlier.ai remotely by annotating and reviewing text and image datasets for machine learning models. I follow detailed guidelines, identify data errors and edge cases, and maintain accuracy, consistency, and quality standards.

I've also guided teams developing RDBMS databases for clients including Elrahma Group, Elsalam Group, Elnagar Group, and Elseady Group, improving data forwarded to planning departments.

My technical toolkit spans ArcGIS, AutoCAD, Python, MATLAB, database development, and basic HTML and JavaScript. I bring experience working independently with large datasets and delivering reliable results under deadlines.