Migisen's CV

Profile

Junior Data Scientist with solid mathematical and technical background. Proficient in core machine learning algorithms and programming languages, including Python and R. Capable of collecting and processing data, as well as storing it in the database using SQL. I am actively developing and undergoing training both at the university and through various online courses. I am fond of programming and studying different data analysis cases. Looking for a job in a friendly and professional team to improve my skills and gain interesting experience.

Education

Master

National University of Science and Technology "MISIS"

Information technology and computer engineering, 2022 - present

Bachelor

Russian Presidential Academy of National Economy and Public Administration (RANEPA), Institute of Economics, Mathematics and Information Technology

Economics and finance, 2018 - 2022

Research paper on the topic: "Forecasting inflation in Russia based on news headlines using neural networks"

NLP was used to identify statistically significant patterns between word frequency in the media and inflation in Russia. Several parsers of news publications and Twitter were developed.

Work experience

Enke Systems | April 2021 - present

Python BE developer

Developing microservices for data management on a project of one of the major music entertainment company. AWS Serverless stack, OracleDB, Elasticsearch.

Frontend for the online stage of M*CTF 2020

Implemented Google Analytics, worked with Vue.js, vue-cli (babel+webpack)

Additional activities

Hackathon

"Digital breakthrough 2020", case of Gazprombank

Developed a working prototype of a project to assess the attractiveness of ATM placement. Google Places API, HERE API, geodata processing, django, lightGBM

Hackathon

Changellenge Cup IT 2021 winner in the Data Science section

Trained a neural network to solve Natural Language Inference problem

Extracurricular organizations

Made a bot to simplify moderation of the "EMIT Media" group in the social network VKontakte

Used the Python library vk_api, and SQLite as a database. The bot was deployed on AWS

Skills

Python

numpy, pandas, sklearn, nltk, pytorch, SQLAlchemy, requests, BeautifulSoup4, selenium, multiprocessing and more...

SQL

ORM. Experienced in creating and using PostgreSQL database. Completed "Databases and SQL for Data Science" course on Coursera.

Have experience in developing programs at the university. tidyverse

Math

Statistics, probability theory, linear algebra, mathematical optimization.

Data analysis

I attended the Machine Learning Tinkoff Generation and took a specialization in Machine Learning and Data Analytics on Coursera.

NLP

Practical experience and knowledge of the main approaches to the collection and processing of text data.

Economics

Macroeconomics, microeconomics, econometrics.

Misc

Git, GNU/Linux, Jira, LaTeX, HTML+CSS, Word, Excel, PowerPoint, Wolfram Mathematica