# Darya Zhalova

Darya Zhalova is a remote worker on Himalayas, Python developer, AI developer, ML/DL Engineer at Plavno, based in Belarus.

Source: https://himalayas.app/@daryazhalova

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

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Belarus |
| Authorized to work in | Belarus |
| Salary expectations | 30k+ USD |
| Job categories | Machine Learning Engineer, Python Developer, Computer Vision Engineer, Audio Processing |
| Skills | Machine Learning, Deep Learning, Audio Processing, Audio Classification, Speaker Diarization, Computer Vision, Model Evaluation, Hyperparameter Tuning, Classical Learning Algorithms, LLM Based Result Explanation, Prompt Engineering, Python, C++, SQL, Pl SQL |
| LinkedIn | https://linkedin.com/in/darya-zhalova-6a2889214 |
| GitHub | https://github.com/kirintaka |

## About

```text
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

### Python developer, AI developer, ML/DL Engineer

Plavno. Feb 2026 - Oct 2026

```text
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.
```

Skills: Python, fastAPI, RabbitMQ, Playwright, LangGraph, Audio-Classification, Model-Integration, Microservices, API-Integration, Unit-Testing, Integration-Testing, E2E-Testing

### ML/DL Engineer, Computer Vision, Audio Processing

UIIP NAS Belarus. Feb 2024 - Feb 2026

```text
Worked on bird sound classification, optimizing audio preprocessing pipelines and evaluating deep learning models. Conducted experiments and analyzed model performance to improve classification quality through preprocessing and model tuning.
```

Skills: PyTorch, TensorFlow, Keras, scikit-learn, Audio-Processing, Computer-Vision, Deep-Learning, Model-Evaluation, Hyperparameter-Tuning

### Teacher of languages and technologies for data analysis

BSU Institute for Professional Development and Retraining. Nov 2024 - Jul 2025

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

Skills: Data-Analysis, Teaching, Python, SQL

## Education

### Belarusian State University

Master's degree, Computer Science. 2024 - Present

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

### Belarusian State University

Bachelor's degree, Computer Science. 2020 - 2024

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

## Tech stack

- NumPy
- Pandas
- MySQL
- PostgreSQL
- SQLite
- Python
- C++
- TensorFlow
- PyTorch
- scikit-learn
- Keras
- RabbitMQ
- FastAPI
- Git
- Docker
- SQL
- SciPy
- Playwright
- LangGraph
- Librosa
- Matplotlib
- REST APIs

To contact Darya, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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