The Time Anomaly by Katie Mitsui

Mild-mannered introvert and engineer Johnathan Davidson may be one the most influential persons who ever lived. Johnathan has invented a time machine, but has accidentally dragged everyone in a 25-mile radius around him out of the present, each to reappear at random over the next 100 years.