My MacBook has the same issue- when it shuts down completely or the battery dies, it will not start, and the charge light behaves the way you described. If I disconnect the power adapter and the battery and then reconnect the power adapter and then the battery, in that order, it reboots on its own. I have spent countless hours troubleshooting and this is the best solution I’ve come up with. I call it my “special needs Mac”