Senior Lecturer in Computer Science at the University of Hertfordshire.

Teaching

I teach on the BSc and MSc programmes for Computer Science (both on campus and on-line), and also supervise research students to PhD level.

The subjects I cover vary each year, but are typically a mix of:

  • Algorithms and Data Structures
  • Cognitive Modelling
  • Data Mining
  • Programming (from beginner to advanced, usually in Java)
  • Programming Language Design / Paradigms

Research

My research is mainly in the area of learning algorithms and their applications.

  • Cognitive Architectures: CHREST model of human attention and learning
  • Machine Learning: applications (data mining) and theory
  • Methodology: the development of scientific software and models

Current projects:

  • “Genetically evolving models of science (GEMS)”, an ERC-funded project, with Prof. Fernand Gobet (PI). This five-year project will begin later in 2019.
  • “Rapid bacteria colony counting algorithm”, a HKEP-funded project, with Dr. Na Helian (PI), Dr. Yi Sun and Synoptics Ltd. This four-year project sponsors a PhD student to develop new algorithms for counting bacteria colonies.

Consultancy

I have commercial experience in the following areas:

  • software development, especially Ruby, Java, and C/C++.
  • data mining/machine learning applications for data analysis

An example project: Geo Strategies Ltd.