CV

Education

• PhD in Physics, University of Cambridge, 2017-2020 (expected)
• MPhil in Scientific Computing, Distinction, University of Cambridge, 2016
• MPhys in Physics, 1st Class, Cardiff University, 2012-2016

Work experience

• Summer 2019: Investment Analyst Intern
  • Orbis Investments
  • Duties included: Investment analysis within the global sector team.
  • Quant Research, financial analysis, report writing, presentations.
• Summers 2014 and 2014: R&D Intern
  • Renishaw Plc
  • Duties included: Research and Development of software products for computer vision and thermal control systems
  • Research, software development, code review

Skills

• Machine learning and Natural Language processing
  • Conducted extensive work on computer vision, generative models, relationship extraction and text-mining during my PhD
• Mathematics
• Problem Solving
• Research
• Teamwork
• Organisation

Publications

Auto-generated Materials Database of Curie and Néel Temperatures via Semi-supervised Relationship Extraction

Court C.J & Cole J.M "Auto-generated Materials Database of Curie and Néel Temperatures via Semi-supervised Relationship Extraction" Scientific Data. 5, 180111 (2018)

Magnetic and superconducting phase diagrams and transition temperatures predicted using text mining and machine learning

Court C.J & Cole J.M "Magnetic and superconducting phase diagrams and transition temperatures predicted using text mining and machine learning" NPJ Computational Materials. 6, 18 (2020)

3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning

Court C.J, Yildirim B., Jain A. & Cole J.M "3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning" Journal of Chemical Information and Modeling (accepted for publication) (2020)

Awards

• 2018 Orbis Stock Picking Challenge - Winner
• Sir Arthur Davies Prize - Winner
  • Awarded for best performance in the School of Physics and Astronomy
• Cardiff University Undergraduate Scholarship

Service and leadership

• Team Lead - ChemDataExtractor Development group
  • Leader of an internal sofware development team of up to 12 developers
  • Worked together to develop and maintain internal software
  • Duties included: Software development, code review, version control (git)