Andreas Theodoulou
Senior Data Scientist
Stony Stratford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAndreas Theodoulou is a Senior Data Scientist with six years' experience applying machine learning, NLP and quantitative methods across finance and private equity, from counterparty credit risk at Bank of America to front-office data science at Citi and transactional support at Vitruvian Partners. He holds an MSc in Financial Engineering from Imperial College London and a BSc in Mathematics with Statistics from the University of Bristol, blending rigorous stochastic and statistical training with practical model deployment. His work spans ML for future-value estimation, thematic and workforce analytics, and emerging GenAI/AI-agent solutions, often leveraging alternative data and quasi-experimental designs. Based in the UK, he maintains an active GitHub showcasing personal projects that bridge academic techniques and production-grade analytics, reflecting a hands-on approach to turning complex quantitative ideas into actionable business insights.
6 years of coding experience
5 years of employment as a software developer
MSc Financial Engineering & Risk Management, MSc Financial Engineering & Risk Management at Imperial College LondonHigh School, High School at The English School, NicosiaBachelor’s Degree Mathematics with Statistics, Bachelor’s Degree Mathematics with Statistics at University of Bristol
Greek, English, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (15)
python9
machine-learning9
deep-learning9
statistics9
data-science8
tensorflow8
data-analysis7
neural-network7
scikit-learn6
ml5
deep-neural-networks5
scikit5
gradient-boosting4
shap3
shapley2
Programming languages (3)
Github contributions (5)
AndreasTheodoulou/ML_Trading_Strategies
Sep 2019 - Jun 2020
Contributions:17 commits, 16 pushes, 1 branch in 8 months
arturbeg/reinforcement_learning_oe
Sep 2019 - Nov 2019
Contributions:50 commits, 64 pushes, 2 comments in 2 months
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