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ML engineer | Data Scientist | Python Developer | Data Engineer

Novi Sad
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Location:

Novi Sad

Birthday date:

14/08/2000

Experience level:

Education level:

Магистр / Master

Languages:

About

Over the past two years, I have become proficient as a ML developer. I have developed products for both open-source and startups. My goal is to continue growing as a professional ML developer and contribute to the creation of products that improve the lives of others

Work experience

-DeepPavlov -Researcher NLP -• Implemented DVC-based versioning for model and dataset data; • Successfully deployed chatbot within the operational environment using Telegram API; • Developed a retriever mechanism that improved accuracy by 15%; • Collected and integrated dataset comprising 4 languages and 10,000 sentence pairs for a chatbot. • valuated the effectiveness of retrieval models using the collected dataset, demonstrating a 20% increase in precision and recall metrics compared to previously used datasets. -Feb. 2023 – Jul. 2023
-Agreemer Startup -ML Engineer • Developed a natural language processing (NLP) pipeline that extracted useful information from legal documents; • Developed a robust document parser to handle various file formats, resulting in a 60% reduction in the time needed for data extraction; • Implemented machine learning models to identify overlapping entities within text data, reducing processing time by 50% and improving accuracy by 35%, resulting in more efficient data analysis. -Oct. 2022 – Apr.2023
-NDA -Data Scientist -• Implemented machine learning algorithms into Apache Airflow, resulting in a 30% reduction in workflow execution time; • Developed and optimized machine learning (ML) algorithms for document processing, resulting in a 40% increase in accuracy of named entity recognition (NER); • Developed and integrated a computer vision (CV) stamp detector/classifier algorithm into the ETL (Extract, transform, load) pipeline, resulting in 90% accuracy for identifying and filtering out irrelevant data. -Mar. 2021 – Oct.2022

Education:

Bachelor’s degree, ITMO University, Software Engineering, Neurotechnologies and Programming, 2022
Master’s degree, ITMO University, Applied Computer Science, Machine Learning Engineering, 2024

Key skills:

Attention to detail, Problem Solving, Creativity, Python, C, PyTorch, CatBoost, XGBoost, SQL, Git, Docker, GitLab, Linux, DVC, Pandas, Django, API, NLTK, Transformers,
SciKit-learn, Open-CV, Spacy, Algorithms

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