Hardworking and dedicated person

Education:
Innopolis University, 2018-2022
Computer Science, Data Science



Work experience:
1. April 2022 - june 2022
Chatbots, Moscow

ML/NLP engineer
Working with text and voice chatbot on the JAICP platform.

Work done:
- Setting up NLU voice chatbot in CAILA
- Increase training data for bot training with NLP techniques

Working with Python libraries:
NLTK, NLPAUG, Natasha


2. December 2021-April 2022
Upwork Inc., USA

ML/NLP engineer
The goal of the project is to create a table of contents generator. There was a need for a tool that could take input, search and give the user related topics on the Internet until the user was satisfied with the results, and generate a table of contents based on the sources that were found.

Work done:
- Getting web data by Web Scraping
- Data processing with NLP methods
- Recommendation based on Word Mover's Distance
- Reflection of text content using Transformers
- Storing data in a MongoDB database

Working with Python libraries:
Beatiful Soup, spaCy, Gensim, PyMongo, NumPy



Additional Info:
Co-author of a scientific publication on the topic "Exploring Dimension Reduction Methods for Visualizing Text Data" (https://www.researchgate.net/publication/362944497_Exploring_Dimension_Reduction_Techniques_for_Text_Dataset_Visualization). Participation in the international conference NIR 2022.

Work done:
- Text data processing with NLP techniques
- Working with t-SNE, UMAP, SOM dimensionality reduction methods

Working with Python libraries:
spaCy, NLTK, Gensim, NumPy, Matplotlib, Bokeh



More info:
Advanced English
Constantly improving skills by taking courses on Coursera

Work Terms

Employment: full time, part-time
Work schedule: flexible schedule, full day, remote working