Ewch i’r prif gynnwys

Humphrey Sheil

Research student, Yr Ysgol Cyfrifiadureg a Gwybodeg

I apply machine learning to problems in multiple domains. Currently I am using Gradient Boosted Machines (GBM) and Recurrent Neural Networks (RNN) (aka Deep Learning) to infer user intent from anonymous clickstream data in the eCommerce domain.

Increasingly, search and recommendation engines incorporate advanced signals such as user intent into their base algorithms to increase relevance, accuracy and usefulness or serendipity to end-users.

Other areas I am interested in include runtime performance of machine learning models, model interpretability, enabling induction and efficient integration with existing production systems at scale.

Omer Rana

Yr Athro Omer Rana

Professor of Performance Engineering




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