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Darya ZhalovaDZ
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Darya Zhalova

@daryazhalova

ML/DL Engineer who contributed to an AI-powered auscultation SDK and audio classification pipelines.

Belarus
Message

At Plavno, I contributed to an AI-powered auscultation SDK, working on audio classification pipelines, ML model integration, and FastAPI-based inference services.

I also developed and debugged Python microservices, integrated external APIs, and worked on RSS parsing and event-driven workflows using RabbitMQ. I improved a job application automation agent using Playwright and LangGraph, and implemented automated tests across unit, integration, and end-to-end workflows.

At UIIP NAS Belarus, Department of Intelligent Services, I worked on bird sound classification, optimizing audio preprocessing pipelines and evaluating deep learning models. I also conducted experiments to improve classification quality through preprocessing and model tuning.

I hold bachelor’s and master’s degrees in Computer Science from Belarusian State University. My thesis focused on deep learning methods for video classification, and I’ve also taught languages and technologies for data analysis at BSU Institute for Professional Development and Retraining.

Experience

Work history, roles, and key accomplishments

PL

Python developer, AI developer, ML/DL Engineer

Plavno

Feb 2026 - Oct 2026 (8 months)

Contributed to an AI-powered auscultation SDK, working on audio classification pipelines, ML model integration, and FastAPI-based inference services. Developed and debugged Python microservices, integrated external APIs, and worked on RSS parsing and event-driven service workflows using RabbitMQ.

BR

Teacher of languages and technologies for data analysis

BSU Institute for Professional Development and Retraining

Nov 2024 - Jul 2025 (8 months)

Gave lectures and conducted practical classes on languages and technologies for data analysis.

Education

Degrees, certifications, and relevant coursework

Belarusian State University logoBU

Belarusian State University

Master's degree, Computer Science

2024 -

Master's degree in Computer Science from Belarusian State University, ongoing as of November 2026.

Belarusian State University logoBU

Belarusian State University

Bachelor's degree, Computer Science

2020 - 2024

Bachelor's degree in Computer Science from Belarusian State University, with a thesis on deep learning methods for video classification.

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