My name is Babiker Abdallah and I am a machine learning expert using python with its data science libraries to implement better algorithms for discovering sparsity models from datasets.I have been into artificial intelligence theory and applications for long time witnessing jumbs and revolutions of this growing area. I did implement an intelligent search unit by using special form of bayesian conditionals and also impelemented an expert system for diagnosing certain diseases with similar symptoms.Later I have invented a new algorithm to handle Turbo Code complexity; among other things focusing in machine learning applications.Recently by applying some advances in features engineering and sampling techniques I have jumped into TOP scores of current rounds of numerai tournament with many GOLDEN medals.This accomplishment happened by just utilizing, in intelligent way, the sklearn linear regression, xgboost and some monte-carlo sampling ideas.