Projects per year
Personal profile
Personal Statement
Professor Cummins has produced a large collection of research studies focused on modelling issues, spanning model development, model testing, model selection and model risk, overlaid with a particular interest in statistically robust correction techniques for the multiple comparisons bias inherent in multiple hypothesis test settings.
To date, Professor Cummins has over 50 publication outputs. He has published in leading international discipline journals such as: European Journal of Operational Research; Journal of Money, Credit and Banking; Journal of Banking and Finance; Journal of Financial Markets; Journal of Empirical Finance; Quantitative Finance; Journal of International Financial Markets, Institutions and Money; International Review of Financial Analysis; and European Journal of Finance. He has additionally published in highly ranked international field journals such as: Energy Economics; Applied Energy; Energy Policy; European Review of Agricultural Economics; Resources Policy; and Land Use Policy.
Professor Cummins has an establisehd track record in building capacity, most recently in the area of FinTech in response to the changing landscape of financial services. He has publications and ongoing research projects spanning, amongst others: crowdfunding, in particular peer-to-business lending; explainable artificial intelligence (XAI) applications; online invoice trading; open banking; and the market impact of cybersecurity breaches on corporations. In terms of outreach, a successful quarterly symposium series entitled ‘Capital Markets and FinTech’ was run for a period of three years. Professor Cummins also co-led the development of DCU's first microcredential course entitled FinTech - Financial Innovation that was developed under the university's partnership with FutureLearn and delivered over its educational platform.
Professor Cummins has previous industry experience working as a Quantitative Analyst (Model Validation) within the Global Risk Function for BP Oil International Ltd., based in Canary Wharf, London. As part of the Risk Quantitative Analysis team, his primary responsibilities included derivatives and price curve model validation and development, with a global remit across BP's oil, gas, power, commodities and emissions activities. Leveraging this energy market experience, he has achieved an international research reputation, evidenced through: an invitation to join a European consortium seeking H2020 funding for a European Training Network in the area of mathematical modelling and scientific computing for future energy markets; an appointment as Associate Contributor at the Energy and Commodity Finance Centre at ESSEC Business School; a previous appointment as Associate Editor (Energy Finance and Energy Markets) at Finance Research Letters; and a series of invitations to speak at international conferences and workshops on the topic of model risk.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Projects
- 3 Active
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Reaching New Heights: Strengthening the Scotland Ireland Partnership with Satellite Data (Strathclyde UCD research feasibility study)
Owens, S. R. (Principal Investigator), Bowden, J. (Co-investigator), Cummins, M. (Co-investigator), Macdonald, M. (Co-investigator), McKee, D. (Co-investigator) & White, C. (Co-investigator)
1/10/24 → 31/03/25
Project: Knowledge Exchange
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Transparent Textual-Audio Analysis via eXplainable AI (XAI) and Natural Language Processing (NLP) for improved ESG and Impact Measurement
Bowden, J. (Principal Investigator) & Cummins, M. (Principal Investigator)
2/10/23 → 1/10/26
Project: Internally funded project
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Fairness and Discrimination in Lending Decisions: Multiple Protected Characteristics Analysis
Jain, K., Bowden, J. & Cummins, M., 6 Nov 2024, Glasgow: University of Strathclyde. 14 p. (Financial Regulation Innovation Lab White Paper Series)Research output: Book/Report › Commissioned report
Open AccessFile6 Downloads (Pure) -
Open Finance and Carbon Neutral Banking: Leveraging Financial Transaction Data for Consumers Carbon Footprint Measurement
Bowden, J., Cummins, M. & Tetteh, G., 6 Nov 2024, Glasgow: University of Strathclyde. 15 p. (Financial Regulation Innovation Lab White Paper Series)Research output: Book/Report › Commissioned report
Open AccessFile6 Downloads (Pure)
Activities
- 5 Participation in workshop, seminar, course
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Generative AI in Financial Services
Cummins, M. (Organiser), Bowden, J. (Organiser), Tetteh, G. (Organiser), Garcia Raoul-Jourde, A. M. (Organiser), Brown, B. D. (Invited speaker), Riccardi, A. (Invited speaker) & Zhang, H. (Participant)
10 Oct 2023Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Financial Regulation Innovation Lab: Barclays Stakeholder Workshop
Cummins, M. (Participant)
12 Sept 2023Activity: Participating in or organising an event types › Participation in workshop, seminar, course