Over two decades of experience straddling quantitative fnance and AI research. Built and led successful quantitative trading teams before transitioning to AI/ML research, specializing in NLP and RL.
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Assessing your cultural and operational fit
I have over 20 years experience in statistical modelling and machine learning, in research roles in both finance and technology. I have developed NLP models and reinforcement learning systems for real-world applications. I have extensive commercial experience including proven abilities as a team leader, managing stakeholders and projects.
UCL
M. Sc, Computational Statistics and Machine Learning, Machine Learning / Statistics
January 1, 2016 – January 1, 2017
University of Cambridge
Master's degree, Mathematics
September 1, 1994 – June 1, 1997
Freelance
Independent AI Researcher
September 1, 2024 – Present
XTX Markets
Director, AIMO Prize
January 1, 2024 – July 1, 2024
Samsung Research UK
Staff Machine Learning Research Engineer
February 1, 2018 – February 1, 2023
Kx Systems
Machine Learning Consultant
November 1, 2017 – January 1, 2018
London, United Kingdom
Occam Asset Management / Liontrust Investment Partners
Chief Investment Officer
January 1, 2009 – December 1, 2014
London Area, United Kingdom
Nevsky Capital
Co-founder
September 1, 2000 – December 1, 2008
London Area, United Kingdom
Baring Asset Management
Investment Analyst
September 1, 1997 – March 1, 2000
London Area, United Kingdom · On-site
Cultural Fit Analysis
The candidate's diverse background, including co-founding a hedge fund and directing a significant AI prize, suggests an entrepreneurial spirit and a drive for impact. Their involvement in open-source projects and efforts to democratize AI benefits (AIMO Prize) indicate a collaborative and community-oriented mindset. The long tenure in various roles, including a significant period at Samsung Research, suggests stability and commitment. The blend of deep technical research with strategic project leadership indicates a versatile individual who can contribute across different facets of an organization.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership and project management skills through roles like Director of AIMO Prize and Chief Investment Officer. Experience in setting up scientific advisory boards and leading Kaggle competitions indicates strategic thinking and stakeholder management. Mentoring junior researchers and co-founding a hedge fund highlight initiative and team leadership. The transition from finance to AI/ML shows adaptability and a strong drive for continuous learning.