Develop load balancer machine learning algorithm for geo-distributed service.

Read machine learning papers and present new methods and ideas from papers at seminars.

Research Reinforcement Learning methods for plasma confinement and develop digital twins surrogate models for plasma dynamics in tokamaks with deep learning models.

Work on embeddings for Electronic Health Records (EHR) data using graph neural networks to get a good representation for the further clustering.Work on the RNA folding project. Where we needed to create some model that predicted the folding structure of RNA sequences.

I did research on the applicability of new methods and neural network architectures in the area of medical imaging to improve metrics and more accurate predictions. As a team player, I was involved in hiring people and helping develop processes to manage machine learning.Segmentation. Detection.

I led the R&D team whose primary goal was to develop raw ideas in the area of Computer Vision into Minimal Viable Products, with the most successful one leading to creating a new video analytics project generating additional revenue for the company.OCR, Detection, Segmentation, Tracking.

From collecting and labeling datasets and studying research papers about underwater photos and sonars to researching deep learning approaches to achieve sonar and underwater segmentation and classification problems.

Develop CV algorithms to classify documents for KYC

Develop tools to collect primary data from social networks and web services to calculate the creative capital index. http://creativecapitalindex.com/

Freelance data research specialist and other consulting and develop things. Partook in more than 15 projects.Top clients:2015-2016Client: Saint-Petersburg Polytechnic UniversityDevelop temporary sites for Russian version International Technical Fair ITFP (http://www.fair.bg):Plovdiv2015.ru (doesn't work now)Plovdiv2016.ru (doesn't work now)2015Client:Quadro-Electric.http://quadro-electric.ruCorporate website support/maintenanceIT consulting for the emerging projects within the company2014-2016Enterta.ru TVserials project.Product managerI owned this project as a website about TV serials with 40k unique visitors in a month and 10k MAU.I implemented an Internal rating system of TVs show;User experience data collection (google analytics/yandex metrics, slack bot)

Antifraud system maintenance. Cooperation with other fraud analysts in acquirer banks and creating different schemes for reducing fraud payments in the billing system;Fraud data analysis;Cooperation with third-party antifraud-teams;Internal antifraud strategy implementation; Reporting.

2012-2013Payment Systems Manager- Anti-fraud team management;- Processing system management; - Tech and anti-fraud support clients.2011Anti-fraud specialist- Transactions analysis;- Fraud transactions analysis;- Anti-fraud system creation, integration, and maintenance;- Fraud reducing algorithms creation;- Data collection and fraud cases in a legal investigation.- Develop data mining algorithms to analyze fraud transactions and activityAchievements:- 13% Increase conversion for payment pages;- 25% fraud transaction reduction- I integrated an anti-fraud system for one of the biggest payment system aggregators in Russia

Maintaining network infrastructures such as switches and routers, and diagnoses problems with these or with the behavior of network-attached computers.

Maintaining technical documentation for web services Analysis of business process and writing relevant technical documentation (specifications, technical projects, etc.)

laying fiber-optic networks and configuring network

event management