Roman Shcherbakov Email & Phone Number

St Petersburg City, Russia

● Lead end-to-end machine learning projects lifecycle (anomaly detection, time-series forecasting, computer vision), from problem definition to model deployment and monitoring.● Design and develop robust, scalable systems for real-time failure forecasting and anomaly detection while well drilling. ● Collaborate with stakeholders to understand business requirements and translate them into technical solutions.● Collaborate with cross-functional teams to identify opportunities for integrating machine learning services into products.● Lead machine learning engineers, Python backend engineers and provide technical guidance.

St Petersburg, St Petersburg City, Russia

St Petersburg, St Petersburg City, Russia

● Utilized machine learning algorithms to forecast production profiles, optimize location of well equipment for hydraulic fracturing, and reduce drilling risks.● Utilized statistical modeling and machine learning techniques to predict drilling outcomes, significantly reducing non-productive time.

Moscow, Moscow City, Russia

● Analyzed drilling data to identify patterns and trends with the aim of developing predictive models for failure forecasting.● Designed and implemented web service based on machine learning algorithms for detecting fluid kick while Managed Pressure Well Drilling.● Developed software applications to visualize real-time drilling data, enabling better performance monitoring and quick response to anomalies.

Russia

● Managed MWD/LWD operations on-site, ensuring accurate data collection and transmission of geological and drilling parameters.● Designed and implemented data processing algorithms in Python for analysis of downhole measurements, such as gamma ray, resistivity, and sonic logs.● Collaborated with cross-functional teams to build user-friendly interfaces that integrated MWD/LWD data with existing drilling software systems.● Analyzed drilling data to identify trends and patterns that informed drilling decisions and optimized wellbore placement.● Conducted quality control checks on data received from drilling operations, ensuring compliance with industry standards and best practices.

Bachelor'S Degree, Petroleum Engineering, 5

Master'S Degree, Petroleum Engineering, 5

Doctor Of Philosophy - Phd, Petroleum Engineering