Data Scientist with 3+ years of experience in IT, strong technical background and Degree in Computer Science. Agile savvy IT professional with strong analytical skills and ability to manage and manipulate large, complex datasets. Experienced in building and deploying machine learning models (linear models, random forest, Catboost, XGboost) and neural networks (dense, autoencoders, GAN, LSTM). Good understanding of application/software development and design
as well as proficiency in Python (4 kyu on codewars.com), C, C#. Team player with excellent communication skills with a knack for explaining complex topics simply.
Tech Stack
Python, ะก++, SQL, Git, Pandas, Numpy, Scikit-Learn, Matplotlib, Seaborn, Catboost, XGboost, Pytorch, Keras, YOLO, Detectron, Word2vec, NLTK, Docker, Flask, Aiogram, SQLAlchemy, Bootstrap
Work Experience
- 2022 Data Scientist, Elbrus Coding Bootcamp
Vehicle Access Control Project:
Developed a system of vehicle access control (recognition of vehicles and license plates using YOLO, a separate recognition of special vehicles, HTTP server with SQlite database and a web interface, telegram bot to generate requests
- 2019-2022 Embedded Software Development Engineer, STC Module
Participated in development of embedded software for modules based on microcontrollers (STM, Microchip).
Developed software for testing finished products.
Wrote software documentation for the modules produced.
Education
Engineer, Computers, Complexes, Systems and Networks, Bauman Moscow State Technical University
Additional Education
- Data Scientist , Elbrus Coding Bootcamp
- Technical Writer: Creating Technical Documentation, Computer Training Center Specialist
- C# 6.0 Programming Language, Computer Training Center Specialist