Mariia has a talent for making technical subjects feel less technical. She gets into the details, sorts through product information and research, and turns it into content that is easy to follow. Since 2020, she has been writing for Distancematrix.ai about geocoding, mapping APIs and location services, including product updates and comparisons that show how different solutions actually work.