George Carmichael

Manchester, United Kingdom United Kingdom

Data Scientist at Playdemic

Education

My main interests lie in innovative and effective business applications of data science to drive insight based strategy and transformational changes. I have experience in applying cutting edge machine learning methods in both an academic and corporate environment. My focus covers regression and classification in addition to unsupervised learning methods. I have experience in applying GLM's, smoothing splines, GAM's, KNN, k-means, random forests, gradient boosting machines and SVM's on large, complex datasets. I am able to apply these algorithms at scale using cloud computing and distrbuted frameworks such as h2o.ai in addition to using cross-validation, grid search and early stopping ...