Overview

I redacted this Resume to apply for PhDs in Artificial intelligence (preferably both theoretic and applied). This has been my path in the last years, where I spent the last year mainly building my portfolio:

About Sim Market

In my most recent project, I modify historical cryptocurrency market charts by simulating the behavior of commonly used trading bots. This process introduces predictable patterns that can be captured using an LSTM neural network.

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The trading patterns of the bots create subtle, predictable price shifts, resulting in a correlated market. We demonstrate the neural network’s ability to capture this effect, as evidenced by a decreasing prediction error over training epochs.