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Влад Шевцов
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Влад Шевцов

@0007990

.NET backend developer who deployed an NLP article-extraction model at ~95% accuracy in a production pipeline.

Armenia
Message

What I'm looking for

I’m open to remote and local opportunities in Yerevan, Armenia.

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

Top Systems logoTS

Back End Developer

Nov 2025 - Sep 2026 (10 months)

· 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.

JSC “ISA” logoJI

.NET Developer/ML

Mar 2025 - Oct 2025 (7 months)

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

Sorgular logoSO

Back End Developer

Dec 2024 - Mar 2025 (3 months)

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

EMSOFT logoEM

Back End Developer

Sep 2023 - Sep 2024 (1 year)

· 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

FinTech logoFI

Frontend Developer

May 2023 - Aug 2023 (3 months)

· 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.

AT

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 logoMU

Moscow State University

Advertising and Public Relations, incomplete higher education, Advertising and Public Relations

2021 - 2023

TC

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.

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