Staff ML Engineer - Quant / Applied Research, 12 yrs

Web3 Talent

@eugene_ml_quant

Quantitative Researcher / ML Engineer at Geneva Trading (Jan 2024 to present). Researched and deployed 3 short-horizon alpha strategies across equities and crypto futures; 2 reached live trading, achieving Sharpe ratio of 1.9 to 2.4 over a 12-month period. Maintained max drawdown under 9% via signal filtering on order flow imbalance features (vs ~18% naive baseline). ML signal generation pipeline (gradient boosting + LSTM): +14% directional accuracy over moving-average baseline on held-out tick data. Engineered 20+ microstructure features (bid-ask spread dynamics, volume profile, trade flow toxicity) as core inputs across the strategy suite. ...

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Location, Languages, Skills

Active over a week ago
🗣️English
🚀 In crypto since 2024
🌱 Member since May 2026
Accepts Crypto
Accepts Fiat
Open to Full-time
Open to Part-time
Remote
Open to Relocation

Work History

PeriodTitleCompany
Jan 2024 to PresentSign in to view Fwgzmkjhyvrs Bywxottliy / IC NyjmjyspSign in to viewOdqzun Bkngvnf
Mar 2022 to Jan 2024Sign in to view Hbrd KS OzwfacdmSign in to viewBoyhjn
Sept 2021 to Feb 2022Sign in to view Nmkouz PV ErjyrpdqSign in to viewQER NgvodUhtum
Dec 2018 to Sept 2021Sign in to view OJ Kkzamydr / Jyix NafelougnSign in to viewPaezgfdmcguius Lvobosauwrpt Llfcn
Sept 2014 to Nov 2018Sign in to view Hbdenujf Lqhwcu UevyeysqSign in to viewDmqyjk

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