I do machine learning (ML) for a living, but I’ve never applied it to my everyday life. I sold my car when moving to the Bay Area so now I use buses for my commute to work and to get to and from San Francisco. I rarely have better than a 15 minute window of when I think I’ll arrive because bus schedules don’t often hold up to reality. We can use machine learning to change that.