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Registration: 05.11.2025

Raman Hrynkevich

Specialization: Python Developer
— Python Developer / Software Engineer with 4+ years of hands-on experience in backend development, cloud architecture, and AI/LLM-based applications. — Proven track record of building scalable, high-performance systems and delivering end-to-end solutions from concept to production. — Strong team collaborator with solid Agile experience, mentoring skills, and effective client communication.
— Python Developer / Software Engineer with 4+ years of hands-on experience in backend development, cloud architecture, and AI/LLM-based applications. — Proven track record of building scalable, high-performance systems and delivering end-to-end solutions from concept to production. — Strong team collaborator with solid Agile experience, mentoring skills, and effective client communication.

Skills

Python
FastAPI
Django
DRF
Flask
REST
GraphQL
Pydantic
PostgreSQL
MongoDB
DynamoDB
Elasticsearch
Milvus (Vector DB)
AWS (Lambda, API Gateway, S3, DynamoDB, IAM, EventBridge, CloudWatch)
Docker
CI/CD
LLMs (OpenAI)
RAG
Vector Search
YOLO
OpenCV
Tesseract
Celery
Keycloak
JWT
Git
Jira
Unit Testing
Integration Testing

Work experience

Python Developer
since 07.2025 - Till the present day |Andersen Lab
Python, PyQt6, Pydantic, Pytest, Git
● Developed a high-performance desktop app with PyQt6 and Pydantic, implementing complex business logic and data validation. ● Reduced key operational time by 2-3x for the client through process automation and an optimized user interface.
Backend Developer
11.2024 - 07.2025 |Azati Software
Python, FastAPI, MongoDB, Elasticsearch, Keycloak, Docker, Celery
● Enhanced a microservices-based platform by developing new REST API endpoints using FastAPI and integrating Keycloak for secure authentication. ● Optimized database performance by 30-50% by refining complex MongoDB queries and data models. ● Integrated Elasticsearch to handle the most problematic queries, accelerating search and update operations by 2-20x and ensuring data consistency.
Backend Developer
04.2022 - 11.2024 |Azati Software
Python, Django, DRF, PostgreSQL, Celery, Redis, Docker, Pytest, JWT, Angular (UI), API-Gateway, Lambda, AWS Amplify, S3, DynamoDB, CodeCommit, IAM, CloudWatch, CI/CD
● Developed and maintained a core Django/DRF platform unifying workflows for 5+ departments. ● Implemented async task handling (Celery), cutting API response times by 40%+. ● Integrated OpenAI and other APIs to automate key business processes and introduce AI-powered features. ● Designed and launched an AWS-based Telegram bot (3k+ users). ● Configured AWS services (Lambda, API Gateway, DynamoDB, S3, CI/CD, IAM).
Backend Developer / DevOPS
03.2022 - 04.2022 |Azati Software
Python, Angular (UI), API-Gateway, Lambda, AWS Amplify, S3, DynamoDB, CodeCommit, IAM, CloudWatch, CI/CD
AWS-based Telegram bot to notify subscribers about new job openings with the ability to filter received ads by selected technologies and UI for recruiting staff. ● Configured all necessary Amazone web services: API-Gateway, Lambda, AWS Amplify, S3, DynamoDB, CodeCommit, IAM, CloudWatch, CI/CD and others. ● Wrote code that provides the required functionality including interaction with UI written in Angular, in accordance with OOP principles, tested, launched and maintained the service. ● An AWS-powered Telegram bot that notifies subscribers about new job openings. Users can select their preferred technologies during registration to receive only relevant ads. Recruiters can post and manage vacancies through a dedicated web interface. Over 3k subscribers as of January 2024. https://t.me/Azati_bot
ML & Computer Vision Engineer
07.2021 - 03.2022 |Azati Software
Python, YOLOv5, OpenCV, TensorFlow, Tesseract, Pandas, NumPy, Git
● Developed end-to-end Computer Vision solutions, delivering a 3x performance boost for a data processing pipeline and enabling real-time sports analytics. ● Built and productionized ML models (YOLO) for object detection and classification, managing the full cycle from data labeling to inference scripting. ● Solved diverse business problems: automating data extraction from images and creating a real-time penalty detection system for handball.
Full-Stack Developer
05.2024 - 10.2024 |NDA
Python, AWS (Lambda, API Gateway, DynamoDB, EventBridge, IAM), Telegram API, Google Drive API
● Architected and launched an AWS serverless platform that automated document workflow for an accounting firm, boosting team productivity by 30%+. ● Designed the DynamoDB schema and integrated multiple APIs (Telegram, Google Drive) for automated document collection, sorting, and tracking. ● Owned the full development cycle: from infrastructure design (Lambda, API Gateway, EventBridge) to development, testing, and maintenance. ● Developed a Telegram bot designed to streamline the transfer of client documents to the accounting firm's employees. The bot offers a wide range of features, including the ability to register and use multiple companies under a single Telegram account, add employees to a client's company, view statistics, and more. For the accounting firm's staff, the bot provides a separate set of functionalities related to client management and other administrative tasks.
AI Developer
09.2023 - 12.2023 |NDA
Python, FastAPI, OpenAI API, Milvus, PostgreSQL, Docker, Git
● Developed a 24/7 Telegram bot for a real estate agency that acts as a virtual assistant. The bot converses with users to answer questions about services and find suitable properties by clarifying their needs in a natural dialogue. ● Engineered a scalable AI assistant for real estate using RAG architecture with OpenAI API and Milvus vector database. ● Built the backend with FastAPI and containerized the entire system with Docker, enabling 24/7 client support and property matching. ● Delivered a production-ready MVP with customizable prompts and semantic search logic.
Full-Stack Developer
06.2021 - 07.2021 |NDA
Python, PyQt5, REST API, SQLite, Asynchronous Programming
● Built a desktop trading platform with PyQt5 GUI, featuring real-time market data processing and order execution. ● Developed core trading engine with risk management, portfolio tracking, and multi-account support.

Educational background

Economist-Manager (Bachelor’s Degree)
2006 - 2011
Academy of Public Administration under the aegis of thePresident of the Republic of Belarus

Languages

BelarusianNativeRussianNativeEnglishAdvancedPolishElementary