Ab As
@abas
Quantitative researcher at Synlabs building FINAI, a research-to-production platform for validated time-series trading signals.
UzbekistanWhat I'm looking for
At Synlabs, I built and still maintain FINAI, a research-to-production platform for algorithmic trading. It covers exchange data pipelines, causal features, model training, out-of-sample validation, execution analytics, and production inference.
I research short-horizon return and volatility forecasts, selective signals, and model performance on unseen data across assets and timeframes. My frozen 2026 out-of-sample evaluation showed positive residual information coefficients across tested horizons, including zero-shot transfer to 1-minute and 15-minute bars.
Experience
Work history, roles, and key accomplishments
Independent Quantitative Researcher
FINAI proprietary R&D by Synlabs LLC
Jan 2022 - Present (4 years 9 months)
Research and production of short-horizon return, direction, magnitude, volatility and tail models across spot, perpetual futures, options and event markets. Built causal data pipelines for Binance, Bybit and Deribit with strict point-in-time availability.
AI Solutions Implementation Specialist
Synlabs
Jan 2021 - Present (5 years 9 months)
Design and ship AI/ML solutions for real business problems, from problem framing and prototypes to integration, monitoring and day-to-day operations. Workflow automation, API integration, model-quality evaluation and turning research prototypes into systems that stay up.
Freelance Marketing & IT
Financial Sector
Jan 2008 - Dec 2021 (13 years 11 months)
Analytical, technology and marketing projects for financial products and digital channels.
Education
Degrees, certifications, and relevant coursework
Financial Institute
Studies in Economics and Finance, Economics and Finance
2005 - 2008
Studies in Economics and Finance at the Financial Institute from 2005 to 2008.
Moscow State University of Technology STANKIN
Studies in Materials Science and Materials Technology, Materials Science and Materials Technology
2003 - 2005
Studies in Materials Science and Materials Technology at Moscow State University of Technology STANKIN from 2003 to 2005.
Availability
Location
UzbekistanAuthorized to work in
Salary expectations
Job categories
Skills
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