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1  Economy / Speculation / Dynamic Trade Strategy Generation and Algorithmic Trading Bot on: July 17, 2016, 05:19:57 PM
I've been working on an application that, in a nutshell, tells me when to buy/sell. 

I've recently arrived at a minimum viable product. The "batch" analysis portion is fully functional. The real-time bot is able to monitor and perform paper trades against a given exchange, and send me email notifications of when I should buy or sell.

Based on the strategy generation and analysis portion, I've found strategies that produce some 200% returns (over buy and hold) when run over the given analysis time period. Eye-popping numbers for sure, and I'm excited to see if the real time paper trading holds up. Here is an example of the latest trade signals (all of which I've executed with real money):

Jul 16, 2016 at 4:49 PM BTC (Daily chart) BUY at 662.5121901 - currently open trade
Jul 15, 2016 at 12:38 AM ETH (4 Hour chart) SELL at 12.17
Jul 13, 2016 at 12:54 AM ETH (4 Hour chart) BUY at 10.46002995

I made a post on this in the Wall Observer BTC/USD thread a few days ago but it was deleted for being off-topic(?). Anyway, it's too early to tell but I'm cautiously optimistic about how viable this is.

Is there any one else doing anything similar? If so, please PM me and we can compare notes and perhaps collaborate. Some features I'm planning on adding are genetically producing new strategies and monte carlo simulation to predict future time series data.
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