Luke Harding
@lukeharding
Former Team GB athlete turned fintech product engineer specialising in derivatives automation and analytics.
What I'm looking for
I am a fintech product engineer and former Team GB athlete with deep experience across derivatives markets, venture-building and technical delivery. I blend market intuition from hedge fund sales with hands-on engineering to build production analytics and automation.
At a hedge fund I delivered client-facing research, automated trading and reporting workflows, and built backend pricing and search tools using Python, Postgres and Linux. In venture roles I led GTM and engineered multi-API enrichment, semantic matching and agentic automation prototypes for fintech workflows.
I have presented to investor cohorts, engaged directly with SMEs and lenders during customer discovery, and retained equity as a co-founder after transitioning a venture. My background includes formal qualifications in algorithmic trading, capital markets and a fintech MSc with award-winning research.
I bring discipline, resilience and a collaborative mindset from elite sport into high-impact product and engineering roles, and I enjoy mentoring, public speaking and supporting community tech initiatives.
Experience
Work history, roles, and key accomplishments
Technical Director
Orators
Nov 2025 - Present (3 months)
Designed and implemented GTM strategy for a venture-backed community and built automated multi-API enrichment workflows and a semantic member-matching network to improve personalised outreach and group curation.
Built a VC-backable fintech prototype that secured FCA Supercharged Sandbox placement and transitioned to a co-founding team while retaining equity for the core codebase.
Quantitative Sales Analyst
PrismFP
Jun 2021 - Nov 2024 (3 years 5 months)
Covered hedge fund rate sales across US, EU & UK markets, produced global macro derivative trade ideas and built tools for exchange-traded flow search and central bank scenario pricing.
Team GB Kayaker
British Canoeing
Jan 2012 - Dec 2018 (6 years 11 months)
Represented Great Britain internationally in sprint and marathon kayaking (2012–2018), achieving top results including U18 European gold and U18 World silver while securing sponsorship and leading crew stroke.
Gained exposure to pension fund restructuring, M&A comparables and DCF valuations and implemented portfolio optimisation in Python to improve stock selection and weightings.
Education
Degrees, certifications, and relevant coursework
Saïd Business School - University of Oxford
Certificate, Algorithmic Trading
2022 - 2022
Grade: Pass
Completed the Algorithmic Trading programme at Saïd Business School with a Pass, covering algorithmic trading concepts and practical implementations.
Chartered Institute for Securities & Investment
Certificate, Capital Markets
2021 - 2021
Grade: Pass
Completed CISI Capital Markets programme covering regulation, securities, and derivatives; awarded Pass.
Financial Industry Regulatory Authority
Professional Certification, Futures Regulation
2021 - 2021
Grade: Pass
Passed the FINRA Series 32 Limited Futures Exam in 2021.
ICMA Centre - Henley Business School, University of Reading
Master of Science, FinTech
2021 - 2021
Grade: Distinction
Awarded MSc in FinTech with Distinction and WCIB Best Research Award; dissertation on Reddit user attention/emotion and cryptocurrency returns.
University of Nottingham
Bachelor of Science, Theoretical Astrophysics
2017 - 2020
Grade: Upper Second Class Honours
Completed a BSc in Theoretical Astrophysics, awarded Upper Second Class Honours; dissertation on the Inflationary Universe Scenario.
Sir William Borlase's Grammar School
A-Levels, A-Levels
2014 - 2016
Grade: A*AA
Activities and societies: Received Sir Peter Mansfield Scholarship; full colours for sports achievements.
Achieved A-Levels in Physics, Mathematics, and Economics with grades A*AA; awarded Sir Peter Mansfield Scholarship and full colours for sports.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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