Ukraine's #1 job service
Andrii
Python-програміст
- City of residence:
- Ivano-Frankivsk
- Ready to work:
- Remote
Contact information
The job seeker has provided: Phone number
Name, contacts and photo are only available to registered employers. To access the candidates' personal information, log in as an employer or sign up.
You can get this candidate's contact information from https://www.work.ua/resumes/19089825/
Uploaded file
Quick view
version
This resume is posted as a file. The quick view option may be worse than the original resume.
Andrii Dosyn
[open contact info ](look above in the "contact info" section) | [open contact info ](look above in the "contact info" section) | github.com/Dosinn
Education
Slovak University of Technology in Bratislava Bratislava, Slovakia
Bachelor of Science in Informatics, Faculty of Informatics and Information Technologies Sep. 2025 – present
Projects
News-Link | Python, Django, Celery, Redis, MongoDB, SentenceTransformers, AWS EC2
• Built an end-to-end NLP data pipeline for automated ingestion, analysis, and semantic clustering of
Ukrainian news articles from multiple media sources
• Fine-tuned a multilingual SentenceTransformer model on a custom Ukrainian news dataset to generate
dense vector embeddings - standard K-Means/DBSCAN proved ineffective for Ukrainian text similarity
• Designed a cosine similarity-based clustering engine with incremental centroid recalculation and
configurable similarity threshold
• Built a personalized content recommendation system using per-user preference vectors updated in
real-time via Exponential Moving Average (EMA)
• Optimized pipeline throughput with Redis caching and MongoDB Aggregation Pipelines; async
processing via Celery Beat keeps the web server non-blocking under load
• Deployed on AWS EC2 (Ubuntu); managed distributed background workers via Celery
• 1st Place - Junior Academy of Sciences of Ukraine (JASU) 2025, National Level, Dept. of Information
Technologies
AutoBook | Python, FastAPI, spaCy, TextBlob, MongoDB, MySQL
• University team project - AI-assisted platform for writers built as three independent microservices
communicating via REST
• Designed and built a production FastAPI microservice for automated text analysis: writing style
evaluation, linguistic suggestions, and generative text assistance using spaCy and TextBlob
• Designed REST API consumed by Java Spring Boot backend and React frontend
Technical Skills
Languages: Python, SQL
Frameworks & Libraries: Django, DRF, FastAPI, Celery, Pydantic, spaCy, SentenceTransformers,
BeautifulSoup4
Databases: PostgreSQL, MySQL, MongoDB, Redis
Tools & Infrastructure: Docker, Git, Linux, AWS EC2
[
Education
Slovak University of Technology in Bratislava Bratislava, Slovakia
Bachelor of Science in Informatics, Faculty of Informatics and Information Technologies Sep. 2025 – present
Projects
News-Link | Python, Django, Celery, Redis, MongoDB, SentenceTransformers, AWS EC2
• Built an end-to-end NLP data pipeline for automated ingestion, analysis, and semantic clustering of
Ukrainian news articles from multiple media sources
• Fine-tuned a multilingual SentenceTransformer model on a custom Ukrainian news dataset to generate
dense vector embeddings - standard K-Means/DBSCAN proved ineffective for Ukrainian text similarity
• Designed a cosine similarity-based clustering engine with incremental centroid recalculation and
configurable similarity threshold
• Built a personalized content recommendation system using per-user preference vectors updated in
real-time via Exponential Moving Average (EMA)
• Optimized pipeline throughput with Redis caching and MongoDB Aggregation Pipelines; async
processing via Celery Beat keeps the web server non-blocking under load
• Deployed on AWS EC2 (Ubuntu); managed distributed background workers via Celery
• 1st Place - Junior Academy of Sciences of Ukraine (JASU) 2025, National Level, Dept. of Information
Technologies
AutoBook | Python, FastAPI, spaCy, TextBlob, MongoDB, MySQL
• University team project - AI-assisted platform for writers built as three independent microservices
communicating via REST
• Designed and built a production FastAPI microservice for automated text analysis: writing style
evaluation, linguistic suggestions, and generative text assistance using spaCy and TextBlob
• Designed REST API consumed by Java Spring Boot backend and React frontend
Technical Skills
Languages: Python, SQL
Frameworks & Libraries: Django, DRF, FastAPI, Celery, Pydantic, spaCy, SentenceTransformers,
BeautifulSoup4
Databases: PostgreSQL, MySQL, MongoDB, Redis
Tools & Infrastructure: Docker, Git, Linux, AWS EC2
Similar candidates
-
Python-програміст
Remote -
Developer (1C, Python)
Remote -
Python-програміст
13000 UAH, Remote, Kyiv -
Python-програміст
Remote, Vinnytsia -
Python-програміст
Remote, Poltava -
Python-програміст
Remote
Compare your requirements and salary with other companies' jobs:
The candidate's resume is posted at https://www.work.ua/resumes/19089825/