
Влад Шевцов
@0007990
.NET backend developer who deployed an NLP article-extraction model at ~95% accuracy in a production pipeline.
What I'm looking for
At JSC “ISA”, I trained two production models to extract article text from HTML documents. I deployed an NLP-based model in a news-processing pipeline, reaching ~95% accuracy on test data at under one second per page.
At Sorgular, I developed backend modules for a national-level medical equipment and pharmaceutical accounting system. I also implemented document workflow automation to generate complex PDF and Word documents from templates and database data.
At EMSOFT, I developed backend APIs for Medical Information Systems and a CRM system for a genetic laboratory. I built features from scratch and refactored legacy code to meet business requirements.
At ATM-Clinic, I designed and developed an internal website for work quality control and deployed it in the cloud using Docker. I also acted as technical lead, delegating tasks and monitoring deadlines.
Experience
Work history, roles, and key accomplishments
· Developed the project management module for the T-FLEX DOCs suite.
· Worked across the stack: WPF frontend (DevExpress) and backend controllers (C#/.NET Core).
· Modified backend request logic and API behaviour; worked with MS SQL via ORM and .NET 8.
· Collaborated in a full-cycle development team, ensuring code quality and adherence to requirements.
Contract.
· Designed and built infrastructure for training ML models to extract article text from HTML documents.
· Trained two production models: a Web2Text / Boilerplate Removal algorithm (178 node features) and an original NLP-based block-content classifier.
· Deployed the NLP-based model into a production pipeline processing news sites, achieving ~95% accuracy on test data at under 1 second pe
Contract.
· Developed backend modules for a national-level medical equipment and pharmaceutical accounting system.
· Implemented a document workflow automation system generating complex PDF/Word documents from templates and database data.
· Focused on data consistency, security, and scalability; optimized database queries and refactored business logic.
· Stack: C#, .NET Core, PostgreSQL, document
· Developed backend APIs for Medical Information Systems (MIS) and a CRM system for a genetic laboratory.
· Built features from scratch and refactored legacy code to meet new business requirements.
· Designed database schemas and wrote complex SQL queries.
· Participated in the full development lifecycle: requirements analysis, implementation, testing, deployment.
· Stack: C#, .NET Core 6, Entity
· Developed and integrated components for a web application.
· Configured Docker image builds and set up CI/CD pipelines using TeamCity.
· Worked with containerization to ensure environment consistency across development and production.
· Stack: C#, ASP.NET, Razor, Docker, TeamCity.
Full Stack Engineer
ATM-Clinic
Aug 2021 - Mar 2023 (1 year 7 months)
· Designed and developed an internal website for work quality control using ASP.NET and Razor.
· Deployed and maintained the application in the cloud using Docker.
· Acted as technical lead: delegated tasks among developers, prioritized work, and monitored deadlines.
· Stack: C#, ASP.NET, Razor, Azure, Docker, JavaScript, SQL.
Education
Degrees, certifications, and relevant coursework
Moscow State University
Advertising and Public Relations, incomplete higher education, Advertising and Public Relations
2021 - 2023
Tsaritsyno College
Secondary Vocational Education, Multimedia and Web Application Development
2017 - 2019
Secondary Vocational Education (SPO) is a Russian post-secondary program focused on practical, hands-on technical training.
Graduated with Honors (5.0/5.0 GPA).
Core focus: Multimedia and Web Application Development.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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