My platform is all "self developed" - not using any off the shelf ML software. Therefore, to do what I am doing would require a lot of coding experience. However, I think there are decent tools out there that can be used with less experience.
Its less about the "engine" training the strategies and is more about the data you feed it. Yes, my system is able to analyze multiple time frames simultaneously.
As far as closing trades out at end of day. I am running 2 systems where I am posting Twitter trades. My futures swing trade system and my futures daytrading system. The daytrading system is designed to be flat overnight, so that is what your seeing exit positions before close.
I see, thanks for the insight. Great to see an self-sufficient independent trader executing like that. I've got my signals and approach etc. but am finding it too complicated and mentally exhausting to manage manually, so a ML approach would solve a lot of issues.
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