Christopher (Christy) Bruce

Product Engineer

Netherlands3 mos experience

Key Highlights

  • Achieved top 3% in Algorithmic Trading competition.
  • Developed risk-reducing trading strategies using Python.
  • Selected for highly competitive Quantitative Trader Programme.
Stackforce AI infers this person is a Fintech Quantitative Analyst with strong algorithmic trading and machine learning expertise.

Contact

LinkedIn

Skills

Core Skills

TradingOptionsAlgorithmic TradingQuantitative AnalyticsMachine LearningRisk ManagementStatistical Data Analysis

Other Skills

Analytical SkillsAttention to DetailAutomated TradingBacktestingCreativity and InnovationData AnalysisData ScienceEasily AdaptableEconomic Data AnalysisFinancial EconometricsInterpersonal SkillsMathematicsMonte Carlo SimulationNumeracyPortfolio Optimization

Experience

All options

Quantitative Trader

Sep 2025 – Sep 2025 · 0 mo · Amsterdam, North Holland, Netherlands · On-site

  • Selected for All Options’ Quantitative Trader Programme (0.5% acceptance rate), a 3-week intensive programme covering option theory, market-making strategy games, and hands-on shadowing with traders and quants.
OptionsTradingAttention to Detail

Imc trading

IMC Properity

Apr 2025 – May 2025 · 1 mo

  • Finished top 3% in Algorithmic Trading of 12000+ teams
Algorithmic Trading

Introspect capital

Quantitative Analyst

Jun 2024 – Sep 2024 · 3 mos · Dubai, United Arab Emirates · Remote

  • Trading Strategy Development: Built and back-tested Python-based statistical arbitrage algorithm using
  • network clustering to reduce risk by 20%, using innovative ideas and independent research.
  • Machine Learning: Leveraged XGBoost to predict the mean-reverting spread to a 65% accuracy.
  • Fundamental Strategies: Learnt risk management asset allocation techniques, e.g. momentum, value.
  • Communication/Team: Completed presentations and easy-to-understand reports for seniors, while
  • collaborating with colleagues to work within tight deadlines.
  • Tools/Programs: Python (Pandas, NumPy, Matplotlib, Scikit-Learn, XGBoost), SQL, Microsoft Office
PythonMachine LearningRisk ManagementStatistical Data AnalysisSQLQuantitative Analytics

Self-employed

Quant Conference Co-Organiser

Mar 2024 – Jul 2024 · 4 mos · Geneva, Switzerland

Self employed

Private Mathematics Tutor

Feb 2024 – Jun 2024 · 4 mos · London Area, United Kingdom · Hybrid

  • One-to-one GCSE tutoring where complex ideas were communicated in a simple, easy-to-understand way. Each student’s mark increased by at least 25%.

Education

Loughborough University

Master's degree — Financial Mathematics

Sep 2022 – Jan 2024

Loughborough University

BSc Natural sciences — Mathematics Major and Microbiology Minor

Jan 2019 – Jan 2022

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