James Warren
About
James Warren is from London, England, United Kingdom. James is currently Data Science Specialist at Accenture, located in Dublin 2, County Dublin, Ireland.
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James Warren's current jobs
Updating and improving a pre-existing personal identifying information tool, in preparation for evaluation on client systems. Runtime reduced from multiple minutes to seconds for the same sample size. Improved accuracy of the overall algorithm. Preparation for integration including containerisation and ensuring the tool could connect to a hive metastore. Creation of a semantic (domain) matching tool using the BERT NLP model to facilitate streamlined data organisation process for data owners. Creation of a machine learning model using gradient boosted random forests to predict whether or not service now tickets would take longer than a pre-determined time.