• BSc Mathematics, University of Hull.
• PGCE in Further Education at Huddersfield University. 
• Teaching: Kirklees College and Universitat Greissfault, Neubrandenburg, Germany.
• September 1992 School of Mathematics and Computing, University of Huddersfield. Lecturing in theoretical and applied Mathematics and Statistics to a wide range of students across the University.
• MSc (Applied Statistics), Sheffield Hallam University (distance learning).
• Center for Evidence Based Health Care (CEBHC), University of Huddersfield joint with Calderdale and Kirklees Health Authority: statistician, consultant, maths and stats seminars for health practitioners at Calderdale Infirmary.
• School of Computing and Engineering. Mathematics (Mechanical, Electrical and Chemical Engineers).
• Doctor of Philosophy (Engineering) from the University of Huddersfield in recognition of a programme of work entitled ‘Characterisation of condition monitoring information for diagnosis and prognosis using advanced statistical models’. 
• 2018-present: School International Committee (overseas recruitment and teaching).
• 2018 BSc Mathematics degree developed and validated (19/20 First intake 163% over target. Teaching Calculus and Linear Algebra modules.).
• 2019-present: Fuzhou Normal University, visiting lecturer in mathematics and English communication skills.

• Condition Monitoring-statistical analysis of mechanical systems using vibration signal outputs. Fault detection in reciprocating compressors.
• Modelling System Behaviours.
• Input Volume Reduction Methodologies for Predictive Classifiers.
• Predictive Analytics for Applied Process Monitoring.
• Non-linear Systems Approaches to Detection of Deviant Events.
• Autonomous Abnormality Assessment.
• Evidence based health care.

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