Hi I'm Juan David Gallego a M.S. Data Scientist with experiences in the business and finance world, here's a quick portfolio of some projects to show case my work.
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Dice Roll (Reinforced Learning): an application of reinforced learning to a simple game of dice, where the objective of the model is to learn the optimal strategy, which we know theoretically beforehand; it's also a good example for explaining and playing around with the different component of a general reinforced learning algorithm.
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Feature Engineering (GA): Another approach to the feature selection problem when training models, in this case we use a Genetic Algorithm to find the optimal set of features in a decision tree case.
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GoGetEm (Excel Game): A simple game of catch for local multiplayer based on Excel macros.
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Pig (Dice Game): A recursive programming approach to find the probabilities of getting a sum in a single turn in a game of Pig.
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Stock Price Prediction (BERT): An approach to predict the movement of an stock based on the news using BERT.
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Superpermutation Method: an approach for tackling the superpermutation problem, made in conjunction with Spjmu
If you have any feedback or want to have a chat about work opportunities or collaborations, send me an email at juangalle0018@gmail.com