hi! thanks for writing up, so the detailed explanation is the one of the first draft of the concept of using NN in Algo, it is not an end goal to use right away this approach (though I tested it with 900+ live trades), but possibilities of what can be done with such approaches, there is a huge scope using the particular system and develop various other logics/ strategies over it . I will be uploading new approaches which can increase sharpe ratio, decrease DD and give good returns in upcoming articles. It is a journey to learn more and build more beautiful algos as we keep improving over time. Thank you.