Position: Data Scientist
Category: Data Science
English level: fluent
Years of experience: 3

- Deeply researched topic of controllable machine translation with style transfer capabilities and became a coauthor of multiple Scopus indexed papers regarding this topic;
- Researched modifications of SV2TTS architecture for machine voiceover with speaker voice transfer in order to make it work with Ukrainian language using a small set of data;
- Got experience with Google Vertex AI tools for NLP tasks and time series forecasting;
- Managed a Looker instance with more than a hundred connections
- 3 years of commercial experience with BigQuery data warehouse for analytics and machine learning tasks (data preparation, cleaning, restructuring etc.) + experience of dbt usage to manage data transformations and scheme migrations;
- Experience with Airflow as a part of Google Cloud Composer for scheduled tasks in order to transform or validate data;
- Software Engineering master degree.
I've been working for 3 years as a Data Scientist using Tensorflow, PyTorch and GCP Vertex AI stack + BigQuery, Airflow and dbt for data transformations. Created models for customer segmentation, sales forecasting, items classification based on their ecommerce data. I used custom solutions developed with ML frameworks, tuned huggingface pretrained transformers, created prototypes with Google Vertex AI solutions.

3 years of commercial experience with Looker and Looker Studio for data analysis, visualizations and reports building. Developed dashboards for clients and internal usage, created monitoring for our production Looker environment, developed extensions for it with React.

Got Master degree in Software Engineering. Developed controllable machine translation solution with style transfer ability as a master research. Published some Scopus indexed papers with results of conducted research. Developed a solution for Ukrainian voiceover with speaker voice transfer using SV2TTS architecture as a bachelor qualification project.

Currently I work in R&D division. I would like to switch more to NLP projects, as that is where my scientific research area lies.
I want to work with Machine Learning projects as a Data Scientist or ML Engineer. Ideally I would like to work in either Natural Language Processing (NLP) or Digital Signal Processing (DSP) areas on research and development projects.