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It's been years since I played around with any of this, but you might want to check out osmdroid.
If you are new to app development, consider Flutter. You will make a cross platform app, that means it compiles to Kotlin (Android) and Swift (IOS). The syntax is much simpler than Java. There is also a OSM package called flutter map.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
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