High frequency trading bot
This allowed me time to invest in polishing and researching the different strategies for this project. This was also a great learning experience for me, and I believe that without going through those ups and downs, I would've never managed to get the algorithm to where it is today. I'm planning to continue working on it with the goal of scaling the bot as much as possible. I built the first prototype in a little under a month.
Another big mistake in the beginning was relying too heavily on models. How'd you come up with the idea to build your stock trading bot? Once they began debating whether or not high frequency trading was improving the market by providing liquidity, I switched to the Notes app on my phone and high frequency trading bot furiously typing some of the main ideas. I'm planning to continue working on it with the goal of scaling the bot as much as possible.