Position: Data Scientist / Machine Learning Engineer
Category: Data Science
English level: upper
Years of experience: 5

Successfully delivered all the projects with a followed
acceptance.

Have my own publications in «Herald of Kiev Institute of
Business and Technology»» journal, connected to the
software development and management.
- NDA (Generative AI consultant, part-time, 05/2023 - Present).

OneAI (NLP Researcher, full-time, 02/2022 - 01/2023):
- In 2 weeks I successfully delivered a fast NER algorithm to customers, whereas a previous outsource team wasn't able to solve the task in 2 months, using SOTA solutions.
- Worked on the research of existing solutions and development of math-based algorithms superior to existing ones.
- Worked under the NER, clusterization projects.

SoftServe (Machine Learning Engineer, full-time, 08/2021 - 02/2022):
- Leading project and developing architecture. 
- Used GCP and AWS solutions for Intelligent document
processing (NER, Text Classification); transformers and
classic ML (like logistic regression) for prefinal predictions. 
- Using cloud for deployment and customer presentations. 
- Negotiating with customer about expectations; presenting
results. 
- Researching papers for finding a way of solving a problem.


Simporter (Data scientist, full-time, 01/2021 - 08/2021):
- Improved sentiment classification approach with a custom
developed solution (based on dependency parser).
- Worked on Sequence labeling, Named Entity Recognition, keywords extraction (rule-based and with transformers
ones), Single/Multilabel sentiment classification.
- Text data preprocessing & augmentation.


[*COMMERCIAL PROJECT WORK*]

- Participated in research paper writing that connected
to Text Similarity Search task in databases (09/2020-01/2021)

- Worked on developing NER solution for extracting
special entities from a medical data (requested by a
startup) (05/2020 - 10/2020)
- Have an opportunity of professional growth;
- Work in a well-coordinated team, where you can ask for advice or help your teammate;
- Lead projects;
- Participate in researches;