Experience

IPRIT

• United Arab Emirates
• Financial Services
• 1 - 100 Employee

• Founder - Crypto Quant Fund

  • Jan 2023 - Aug 2023

  Dubai, United Arab Emirates ◦ Pioneered a transformer-like encoder model for time-series prediction in PyTorch, achieving 64% and 58% accuracy for 5 and 10-minute forward price predictions, respectively, surpassing public benchmarks. ◦ Engineered a comprehensive quantitative trading framework leveraging tick-level exchange data, facilitating the development and deployment of robust trading algorithms via reinforcement learning. ◦ Implemented and managed a distributed, model-based reinforcement learning system… Show more ◦ Pioneered a transformer-like encoder model for time-series prediction in PyTorch, achieving 64% and 58% accuracy for 5 and 10-minute forward price predictions, respectively, surpassing public benchmarks. ◦ Engineered a comprehensive quantitative trading framework leveraging tick-level exchange data, facilitating the development and deployment of robust trading algorithms via reinforcement learning. ◦ Implemented and managed a distributed, model-based reinforcement learning system, ensuring scalable and stable training across 16 nodes. ◦ Applied reinforcement learning models to enhance trading strategies, achieving a 20% improvement in trade execution efficiency and risk management compared to baseline. ◦ Achieved a 16-fold reduction in model training duration via strategic optimizations in cloud deployment on AWS EC2.

• Founder - DeFi LP Management

  • Sep 2022 - Dec 2022

  Dubai, United Arab Emirates ◦ Designed Uniswap v3 liquidity provision strategies, targeting 40-50% APY gains, and bootstrapped operations with personal savings. ◦ Developed a Python implementation of Uniswap v3, enabling strategy simulation using historical data and facilitating execution across multiple exchanges in diverse directions and instruments, for constructing complex positions. ◦ Engineered robust and efficient Solidity smart contracts, integrated with a Python backtesting platform. This combination… Show more ◦ Designed Uniswap v3 liquidity provision strategies, targeting 40-50% APY gains, and bootstrapped operations with personal savings. ◦ Developed a Python implementation of Uniswap v3, enabling strategy simulation using historical data and facilitating execution across multiple exchanges in diverse directions and instruments, for constructing complex positions. ◦ Engineered robust and efficient Solidity smart contracts, integrated with a Python backtesting platform. This combination markedly improved trading strategy execution and data integration capabilities. ◦ Evaluated and integrated LP with delta-hedging, and initiated the development of predictive systems for price movement. ◦ Conducted in-depth protocol analysis of Uniswap v3, identifying critical shortcomings and conceptualizing an innovative decentralized exchange.

• Founder - Arbitraging Fund

  • May 2022 - Aug 2022

  Dubai, United Arab Emirates ◦ Capitalized on a global cryptocurrency rate inefficiency, securing $50K profit from a $1M trading volume. ◦ Established financial infrastructure ensuring legal and operational compliance.



Institute of Gene Biology Russian Academy of Sciences

• Russian Federation
• Research
• 1 - 100 Employee

• Senior Bioinformatician

  • Oct 2021 - Jul 2023

  Moscow, Moscow City, Russia ◦ Developed and optimized a Nextflow and Python-based DNA-RNA reads processing pipeline, achieving a 500% reduction in data processing time. ◦ Managed a 14TB genetic reads database, ensuring data integrity and optimizing workflows. ◦ Conducted statistical analyses on multi-species genomic data, contributing to research publications. ◦ Guided bioinformatics training and support across various disciplines.



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• Founder - NFT GameFi Startup

  • Jan 2022 - Aug 2022

  Web3 ◦ Developed a noir world concept and initial marketing strategy for the GameFi sector. ◦ Managed talent acquisition and led the creation of a unique NFT collection. ◦ Implemented a comprehensive marketing and branding strategy.