Building profitable bot isn't the hard part. The problem is that markets go through regime changes and a bot that had been profitable in previous regime could turn into hole digger...

Just look at compound results of hedge funds (published by Goldman Sachs). These smart quants are consitently buying high and selling low for last couple of months and years.

[] GSTHHVIP vs S&P500