Georgii Kilinkarov

Georgii is AGWI’s external research partner at Stratwise, where he leads research in trading and machine learning. His work brings together reinforcement learning, statistical market models, and production AI systems.

Research interests

• Reinforcement learning
• Financial AI
• Quantitative finance
• Market regimes

Selected experience

• Head of Research, Trading and Machine Learning at Stratwise, directing work from research design through live strategy development.
• Researches adaptive trading systems, volatility forecasting, market regimes, and martingale-constrained reinforcement learning.
• Led a multi-agent task-management platform integrating language models, voice transcription, and service-based infrastructure.
• Led an industrial computer-vision pipeline at MR.DOORS, translating engineering drawings into CNC machine instructions.