After several careers (Bookmaking, line management, HR, IT, and briefly teaching) I am now attempting to develop applications based on a novel form of Explainable AI called Tree of Clusters that has grown out of my MSc dissertation. The background, design and capabilities are described at www.poluminous.com, with a prototype application. I am eager to develop ToC and I am actively seeking opportunities. Salary is not relevant (which is just as well given the employment prospects of an aged home-based carer) but meaningful data sources and availability of resources for validation and evaluation of the application are essential.
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Phd ResearcherUniversity Of YorkTotnes, Gb -
OwnerPoluminous May 2016 - PresentDevonPoluminous is not actively trading - it is just me. Current development is focussed on Tree of Clusters (ToC) for explainable AI, which is described at www.poluminous.com. I am actively seeking opportunities for further application of ToC which enables each decision node to be visualised and evaluated.
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Associate ResearcherUniversity Of Exeter Aug 2018 - Mar 2020Developing machine learning techniques for the estimation of average treatment effects. -
ResearcherExeter University Medical School Mar 2015 - Sep 2017ExeterI am working on the prediction of clinical outcomes related to medical interventions for the elderly. The predicted outcomes are inputs to an econometric analysis to establish cost-effectiveness. The current focus of the research is cardiovascular disease and papers are published in the Journal of Gerontology.
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Delivery DirectorEstafet Jan 2011 - Apr 2016AnywhereResponsible for delivery of Estafet projects, the resourcing and management of consultants and account management. Varied customer base: retail, local government, financial, air travel operator and online retail. -
Technical ConsultantEstafet Jul 2006 - Jan 2011This is a consultancy role. Assignments have varied from 18 months to 2 days. Content has ranged from on-site release support to development and to architectural design. (Longer term assignments are listed here as individual positions.)After several years at Estafet I am still enjoying the variety and challenge of the role. Initially assignments were focussed on BEA, but that has changed since Oracle. The positive is that we now have a much larger and more varied client base and are commonly involved in projects from inception.
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Project LeadGlobal Payment Processing Company Jan 2012 - Mar 2012Project to define roles and competencies for an organisation adopting Oracle Fusion technology, identifying training and development options and content. Followed by involvement with pilot project to implement first BPM solution. -
ArchitectInternational Investment Bank Jan 2008 - Nov 2011Developing Back Office architecture for Investment Banking Division. Started new project in August 2009 architecting services for the realignment of trading positions. Principal technologies are Coherence (distributed cache), Weblogic, Spring and JSF2. -
Website Development - Services LayerZurich Financial Services Jul 2006 - Dec 2007Worked as part of the BEA team developing a new application for selling policies on-line. Developed components to update legacy systems and publish services. -
Senior DeveloperChubb Insurance Apr 2001 - Jul 2006 -
ConsultantOcs Consulting 1999 - 2001 -
Software Developer/Hr/ShopsLadbrokes 1990 - 1999 -
Base ManagerWilliam Hill 1982 - 1990
Peter Hughes Skills
Peter Hughes Education Details
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Not Known Yet.
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Physics
Frequently Asked Questions about Peter Hughes
What company does Peter Hughes work for?
Peter Hughes works for University Of York
What is Peter Hughes's role at the current company?
Peter Hughes's current role is PHD Researcher.
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Peter Hughes attended University Of York, Imperial College London.
What skills is Peter Hughes known for?
Peter Hughes has skills like Soa, Agile Methodologies, Java Enterprise Edition, Weblogic, Scrum, Solution Architecture, Business Process Design, Java, Enterprise Architecture, Agile Project Management, Project Delivery, Spring Framework.
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