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Марина Стовбур
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Марина Стовбур

@0007079

Python backend engineer building LLM-powered data extraction at Allmatics and SteadyCoach, an AI wellness app released on Google Play.

Montenegro
Message

At Allmatics, I built and maintained an LLM-powered pipeline that extracts structured data from candidate CVs and fills client-specific HR templates. I also implemented template mapping and validation rules for different customer requirements.

During the provider migration from OpenAI to Gemini, I adjusted prompt logic and validated structured outputs. I also developed Django backend services and improved API reliability through bug fixing, refactoring, and test coverage.

At Powercode, I developed and maintained backend services and REST APIs using Django/DRF and FastAPI. I supported asynchronous workflows with Amazon SQS and NATS, and improved maintainability through refactoring and tests.

On my personal project SteadyCoach, I built a FastAPI backend and integrated OpenAI for meal photo analysis and AI-powered coaching responses. I took the product from architecture through the Flutter app to its Google Play release, and I enjoy making systems reliable and easy to maintain.

Experience

Work history, roles, and key accomplishments

AL

Python Developer

Allmatics

May 2025 - Feb 2026 (9 months)

Built and maintained an LLM-powered pipeline for extracting structured data from candidate CVs and auto-populating client-specific HR templates. Implemented template mapping and validation rules, and maintained the extraction layer during provider migration.

NO

Frontend Developer

NOOSPHERE

Jan 2014 - Dec 2016 (2 years 11 months)

Built responsive UI using HTML/CSS/JavaScript (jQuery) and improved cross-browser compatibility and frontend performance.

IT

Frontend Developer

IT-Dimension

Jan 2013 - Dec 2014 (1 year 11 months)

Developed and maintained website frontends using HTML/CSS/JavaScript.

FR

Frontend Developer

Freelance

Jan 2012 - Dec 2013 (1 year 11 months)

Delivered landing pages and small websites using HTML/CSS and basic JavaScript.

Education

Degrees, certifications, and relevant coursework

HS

Hillel IT School

AI at Work: A Complete Practical Guide, Artificial Intelligence

2026 - 2026

Completed the AI at Work: A Complete Practical Guide certification from Hillel IT School in 2026.

DeepLearning.AI logoDE

DeepLearning.AI

Machine Learning Specialization, Machine Learning

2024 - 2024

Completed the Machine Learning Specialization from DeepLearning.AI and Stanford University in 2024.

HS

Hillel IT School

Machine Learning, Machine Learning

2024 - 2024

Completed the Machine Learning certification from Hillel IT School in 2024.

Refactoring.Guru logoRE

Refactoring.Guru

Dive Into Refactoring, Software Engineering

2022 - 2022

Completed the Dive Into Refactoring certification from Refactoring.Guru in 2022.

ZA

Zaporizhzhia State Engineering Academy

Master's Degree, Process Engineering

2006 - 2011

Master's degree in Process Engineering of Blast Furnace Production from Zaporizhzhia State Engineering Academy, Ukraine (2006-2011).

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