Daniel Cook
Head of Data Science at Moneyhub
Based in Bristol, United Kingdom
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Seniority
Director
Department
Information Technology
Location
Bristol
Industry
Software Development
Company size
104
Contact information
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d•••••••@moneyhub.com
Phone
5 credits+44 ••• •••• ••••
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Background
About Daniel Cook
Specialist in creating intellectual property for scale-ups with current and past projects achieving seven figure annual recurring revenue.For my current employer Moneyhub, sole designer of the data enrichment stack with the majority of the implementation delivered by myself to:* Categorise transactions from Open Banking into expenditure and income categories using a ML model.* Detect the retailer/brand on transactions with >99% precision in the presence of noise/stopwords.* Identify regular income and payments: not just direct debits and standard orders but recurring card payments for subscriptions such as Netflix.* Geotag transactions including resolving ambiguity: e.g. identifying the specific McDonald's when the description is just "McDonald's Bristol".* Scale to process in excess of 300 million transactions per day.For a previous employer, Living Map, creator of an indoor positioning system guiding passengers through airports. This leveraged machine learning to integrate WiFi signals, gyroscope, and accelerometer data, achieving indoor location prediction accuracy better than 5 meters.
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