Dr. John Doyle

Experience

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  Braun Oral-B

  Mar 2007 - Sept 2007

  Software Developer

  I was responsible for the development of an Automated Downtime Collection and Reporting System used on production lines within Value Stream 2 at the manufacturing facility in Newbridge Co. Kildare. To complete this task I was responsible for managing the project within Value Stream 2, developing and designing the collection system, writing the code used (Visual Basic), sourcing and installing the all equipment needed for its installation on specific production lines, and testing and documentation of the system. Parallel to this task, I was also responsible for manual data entry for downtime on a production line, and design and installation of safety display system. Show less

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  Maynooth University

  Jan 2008 - Nov 2014

  I worked closely with the data analytics team at Intel (Leixlip, Ireland) to develop a intelligent model management system for anomaly detection algorithms, to be used within their manufacturing facilities. This work fell within the scope of an EU ENIAC funded project, Integrate, which was focused on data mining, statistical analysis, and predictive modelling for a host of semiconductor manufacturing applications. Industrial partners include Intel (Ireland), St Microelectronics (France), Global foundries (Germany), Micron (Italy) and NXP (Netherlands). I was also responsible for managing the Maynooth University’s contribution to this project, and supervising a doctoral research student. Show less

  • Postdoctoral Researcher, Dept. of EEng

    Apr 2013 - Nov 2014

  • Doctoral Research Student, Dept. of EEng

    Oct 2008 - Mar 2013

  • Occasional Lecturer, Dept. of EEng

    Jan 2011 - Jan 2012

  • Laboratory Demonstrator, Dept. of EEng

    Jan 2008 - Jan 2012

  • Robo Eireann Software Developer, Dept. of EEng

    Jan 2008 - Jan 2009
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  Fujitsu (Ireland)

  Nov 2014 - Dec 2015

  Data Scientist

  I worked as the lead data scientist within Fujitsu Innovation on the KIDUKU project. KIDUKU is a sensor based healthcare project led by Fujitsu that aims to enable healthcare professionals to detect the early onset of disease, prescribe appropriate treatment regimens and drive down treatment costs. My role was to develop the machine learning methodologies that are used to extract insight from new wearable healthcare sensors that monitor biological, physical and social aspects of a patient’s environment, in a home or community setting. Responsibilities included amongst others; 1) Develop cloud based ETL framework2) Handle data cleaning, sensor temporal alignments and data fusion3) Develop machine learning algorithms and data processes that can extract clinical insights based on wearable and passive sensor data 4) Coordinate with academic partners to design clinical trials 5) Carry out novel research in the application of state-of-the-art machine learning techniques to human mobility behaviour6) Prototype development7) Reporting on research projects 8) Liaising with acedimic research partners to develop and submit research proposals Show less

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  Deutsche Bank

  Jan 2016 - now

  I worked within the Research & Development function of the Chief Data Office. This was a multifaceted role: primary responsibilities included helping the bank make better technology decisions by carrying out focused market based research, technology evaluations and by providing consultancy on the application of state-of-the-art machine learning methods within data driven applications. Other secondary roles included building out focused analytics to address regulatory demands for Anti Financial Crime (AFC) Special Investigations. I also helped to promote the adoption of machine learning across the bank and provide thought leadership on the subject. Show less

  • Director | Head of Artificial Intelligence Engineering, C&IN Engineering

    Jul 2019 - now

  • Vice President | Head of Artificial Intelligence, Data Insights

    Mar 2018 - Jul 2019

  • Assistant Vice President | Lead Analyst Developer, Datalab

    Jan 2016 - Mar 2018