Position: Data Scientist/ ML engineer
Category: Data Science
English level: fluent
Years of experience: 2.5


Curious data mining specialist with interdisciplinary  technical degree and commercial experience.

Education:

[BSc]: System Analysis at National Technical University of Ukraine (2017)
[MSc]: Computer Science at University of Tartu (2021)

Experience:

• DataRoot Labs, Kyiv, Ukraine (Sep 2017 - Mar 2018)
Data Science Trainee
Build data science tech stack. Implement ML algorithms & deep learning model's design. Hands-on production-ready technologies

• Mawi, Kyiv, Ukraine (Mar 2018 - Jun 2018)
R&D Engineer
Develop features for a wristband IoT device which helps people to easily control their heart activity in real-time. Automatic detection of significant points from the noisy ECG signal

• KappaZeta, Tartu, Estonia (May 2019 – Sep 2019)
Research Software Engineer Intern
Improve farming activity event detection accuracy by applying custom noise reduction technique. Integrate suggested solution into neural network training pipeline

• TartuNLP Research Group, Tartu, Estonia (Oct 2019 – January 2021)
Research Assistant
Create an API for querying neural machine translation engines. Investigate utility of back-translation during continuous learning

Expertise:
- Math ( Statistics, Probability, Optimization, Linear Algebra, etc.)
- Data Preparation & Analysis
- Machine Learning Software Engineering
- Big Data ELT
- Business Communication

Programming languages:
Python, Bash, SQL

Tools:
Git, Jupyter, Docker, Apache Hadoop

Databases & Web Development:
SQL: PostgresSQL, Oracle
noSQL: MongoDB, CouchDB
Web : Flask, FastAPI
Enthusiastic about extracting and presenting insights from raw data, as well as building intelligent, data-driven solutions that offer direct value.