Mariano Etchart
Senior Analyst at Millennium
United Kingdom
Summary
👤
Senior🎓
Top SchoolMariano Etchart is a quantitative analyst with a decade of engineering and analytics experience at top-tier firms, currently trading commodity futures and options within Millennium’s long/short equity and macro team. He blends hands-on software development at J.P. Morgan—where he built research analytics and macro index trading systems—with advanced quantitative techniques applied to commodities, rates and FX. Trained in Electronic and Electrical Engineering and holding an MSc in Finance from LSE, he is comfortable spanning model development, production engineering and data-driven trading workflows. His background includes machine learning research for real-time sensor classification (published at an IEEE workshop) and practical backend systems work from Python and Java to production databases. Colleagues describe him as intellectually curious and driven to be challenged, consistently seeking roles that deepen both technical skill and market-domain expertise. Based in the UK, he pairs academic rigour with trading-floor pragmatism to deliver robust analytics and execution tools.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Engineering, Electronic and Electrical Engineering (with Overseas Study/Industrial Placement Diploma), Bachelor of Engineering, Electronic and Electrical Engineering (with Overseas Study/Industrial Placement Diploma) at Loughborough UniversityMS (semester), Computer Science and Engineering, MS (semester), Computer Science and Engineering at Politecnico di MilanoInternational Baccalaureate Diploma (IB) & American High School Diploma, International Baccalaureate Diploma (IB) & American High School Diploma at American International School of LusakaLondon School of Economics and Political Science
English, Spanish, french (a2 delf), Portuguese
Github Skills (16)
quantile-regression8
rainbow8
api4
deep-reinforcement-learning4
pytorch4
dqn4
ddpg4
python3
javascript3
algorithms3
aircraft3
aviation3
fetch3
nodejs3
reinforcement-learning1
Programming languages (3)
Github contributions (5)
Marianoetchart/DeepRL
Mar 2019 - Jan 2020
Final Year Project on Deep Reinforcement Learning for POMDPs
Contributions:118 pushes, 2 branches in 10 months
Marianoetchart/OilDashboard
Sep 2022 - Nov 2022
Contributions:17 pushes, 1 branch in 1 month
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