I have designed and developed integration between an inhouse framework and the CUDA and TensorRT APIs, and created several NVidia-based benchmarks for an MLCommons submission.I have worked with the following ML models: BERT, RetinaNet, GPTj.

I designed and developed several AI models for a "job-seeker - company" matching system.

I was leading an R&D Laboratory specialized in Artificial Intelligence, especially NLP applications and knowledge graphs.I managed a number of projects, including:1. Recommendation system based on a model of an industry in the form of a knowledge graph.2. Predicting system for forecasting the citation index of a scientific article based on its text.3. Framework to construct knowledge graphs from unorganized data.4. System to build personalized educational paths for students based on their profiles.5. System to divide a text into meaningful part and assign tags (sentiments, checkability etc) to these parts.

1. I led an implementation of Microsoft Dynamics CRM, including change request management, third party negotiations and transition to support.2. I built a team of 10 employees for further development and support of Microsoft Dynamics CRM.3. I performed as an IT subject matter expert in a project of optimization of IT operational efficiency.4. I managed a project of enhancement of a web-service layer, that included documentation of the existing state and developing internal expertise.5. I launched and supervised a project of implementation of target integration layer, that included building of an in-house team, selection of proper technology stack and managing third party contractors.

1. I was responsible for an implementation of Guidewire Insurance Suite (core insurance system). I have ensured a 1-year long successful delivery, while leading a team of 25 employees.2. I have managed business requirements, built a backlog, collected and processed user and technical feedback, planned the development of the system.3. I have co-designed and co-managed several complex IT projects, including: implementations of two new CRM systems; a development of a new contact master system; an implementation of telematics data usage, an implementation of a client scoring algorithm.4. I have managed an upgrade of Guidewire Insurance Suite from version 7 to version 9 along with our custom code changes and busines data transformation.5. I have built and led a technical team of system analysts, developers, system administrators, that consisted of 20 employees.6. I have hands-on practice in software development.

1. I have managed and designed business processes for several projects, including: an arrangement of documents flow; a complex client authorization process; a new process of agent agreements changes; a new policy renewal process.2. I have created both unified methodology and notation for description of business processes for the whole company.3. I have built and led a team of business analysts.

1. I have made a technical design and ensured a start of online insurance policies sales on the company's Internet site.2. I have made a technical design for an implementation of the IBM iLog (a business rule management system) and its integration with other systems.3. I was responsible for a complex technical redesign of the company's Internet site. 4. I have built and led a team of system analysts.

I was a full stack web developer (JavaScript, PHP, SQL).I implemented an integration between our back-end and Google to show places of interest from our database on Google maps.

I worked on AI models for control systems built from several interacting artificial neural networks.I designed and implemented a number of such models in different subject domains.The most interesting example of these models was a classifier of stroke types.