Using AI to predict stock/forex/commodities/crypto movement
Wamaitha Nyamu
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Posted Aug 15, 2024
Built An AI model that predicts stock movement using YOLO library. The plots data as an image and feeds it to the AI model and gives a prediction as response.
The Project deals with the whole life cycle of creating an AI trading bot API-as-a-Service. The AI takes in any time series data and responds with a prediction on whether the asset will go up or down.
The AI was backtested on several assets and here were the results on some stocks:
GOOG 1 day 52.56%
GOOG 12 hours 52.56%
GOOG 8 hours 54.68%
GOOG 6 hours 54.66%
GOOG 4 hours 50.14%
META 8 hours 36.58%
META 6 hours 30.0%
META 4 hours 31.08%
META 3 hours 43.60%
META 2 hours 47.93%
META 1 hour 53.77%
META 30 minutes 56.94%
META 20 minutes 51.39 %