Dmitrii Frolov Email & Phone Number

Moscow, Ru

Moscow, Moscow City, Russia

Research and Development for various problems.B2B process optimization using agentic frameworks, 0->1:- developed a multi-agent system for improving the extraction of relevant information- significantly reduced the search time for lead signalsBid optimization in RTB:- reduced the cost of purchasing ads by 2x %, while maintaining the key metrics- explored model-free RL methods for further bid optimizationDigital fingerprint matching, 1->N:- optimized the efficiency of solution via feature engineering- deployed a custom transformer architecture

Mountain View, California, United States

Cryptocurrency trading agent, 0->1:- created pipelines for data collection, training and evaluation- implemented e2e model training and validation, using OpenAI RL framework gym with A3C- integrated Binance API for performing online trading according to learned policyAI for healthcare, 0->1:- applied methods of classical Computer Vision and Deep Learning to synthesize 3D models of objects from a series of photos and videosProduct demand forecasting and cost optimization, 0->1:- created pipelines for collecting, processing and analyzing product sales data- implemented e2e training and evaluation of predictive models to minimize production costs and operational expenses in the restaurant industry

Moscow, Moscow City, Russia

Applied various methods of numerical optimization including stochastic inversion, signal and image processing to improve resolution and quality of seismic images.

Houston, Texas, United States

Reverse Time Migration - analysis of back scattering artifacts and theirattenuation in Inverse Scattering Imaging Condition.