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I turned a quant research paper into a trading bot that runs itself

Apr 3, 2026
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A while back I read a 2025 paper in the International Journal of Forecasting (Gurgul et al., “Deep learning and NLP in cryptocurrency forecasting”, free preprint) and got a little obsessed with one question: could I actually make it run? Not a notebook I open once and forget, but a real thing that wakes up every morning, fetches the day’s data and places a trade before I have had my coffee.

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