Muhammad Sufaid is a GIS Engineer at Apple Maps, where they have been enhancing and ensuring the accuracy of Apple's mapping platform through geospatial data validation and operational workflows since 2025. They also serve as an Online Data Analyst with TELUS Digital, providing critical feedback to improve AI data for various platforms. Previously, Muhammad worked as an AI Trainer at Outlier in 2024. They hold a Master of Business Administration from Maulana Azad National Urdu University, where they studied from 2023 to 2025, and a Bachelor of Arts from Calicut University, completed in 2021.
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