Egor Kochetkov

Development and optimization of existing machine learning algorithms, research and adaptation of new DS technologies and tools, data analysis and engineering, database design, optimization and administration, computer vision tasks.

Development of software and firmware for sensors, development of new neural network architectures and their optimization.

As part of research unit at Netronic, I was responsible for data gathering, processing and applying Scoring and Machine Learning techniques to estimate the decision-making of trial users and to classify the existing user base in relation to “Just-plan-it” software product (Visual scheduling software).

Key responsibilities: - Data Engineering tasks (development of pipelines for automated data processing, HDFS – Spark – Python stack); - Business problems R&A; - Client preference modeling; - Fraud revealing; - Detection and segmentation of behavioral patterns; - Participation in projects related to migration of classic RDBSM-services to newer Big Data platforms with open source code - Creation of automated predictive analytical systems; - Regular reports, ad hoc.

- Analytical support of Sales teams across Russian Federation; - analytical support and consulting services/advices to bank management; - development of analytical systems and automation of processes and reporting.

Participation in audits and reviews of clients financial statements, performance of audit procedures, inventory stock counts, tests of internal controls.

Assistance during audit works; performance of audit procedures.

Key responsibilities: - Credit administration of loan applications and deals; - Computerized balance sheet analysis; - Credit structure and risk analysis; - Writing reports to the Central Bank of the Russian Federation.