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Hello, I'm Sergey Novichkov! 👋

About Me

A Data Scientist with over a year of experience. Winner of the hackathon "Digital Breakthrough" in 2023. I have skills working with Python, SQL, Docker, Git, Hadoop. My experience includes leading a 5-person development team, deploying recommendation systems and NLP models, and developing and implementing ETL processes using advanced technologies.

Skills

  • Programming Languages: Python R Java C++

  • Tools and Technologies: Linux Git Docker

  • Mathematical Skills: Mathematical Statistics Computational Mathematics

  • Additional Skills: Artificial Intelligence (AI) Machine Learning (ML) Data Analysis Bash Scripting

  • Data Analysis: Proficient in Python libraries, including NumPy, Pandas, and Scikit-learn.

  • Machine Learning: Experience with transformers (GPT, BERT), NLP, Linear Regression.

  • Databases: SQL, Experience with database integration for Telegram bots.

  • Data Visualization: Creating informative graphs and charts using Matplotlib and Plotly.

GitHub Stats

Top Languages

Work Experience

  1. Team Lead | Startup Moscow, Russia | 12.2023 – Present

    • Developed a startup project using Miro, Aris Express.
    • Led a team of 5 people, assigning tasks in Trello, conducting code reviews.
    • Developed a product MVP using Python (Aiogram3), PostgreSQL, Docker.
  2. Data Scientist | RTU MIREA Moscow, Russia | 01.2023 – Present

    • Speaker at 4 Data Science meetups (50+ attendees).
    • Deployed the RecSys model in Jupyter Notebook.
    • Developed two SQL databases (MySQL/PostgreSQL).
    • Deployed NER (NLP) models Natasha (DeepPavlov) and SpaCy in Colab.
    • Utilized machine learning models using scikit-learn, XGBoost, and CatBoost for various tasks.
    • Worked with Hadoop (HDFS, YARN) and HBase NoSQL database.
  3. Projects

    • LesMeh | 09.2022 – 05.2023

      • Developed an asynchronous Telegram bot and Excel schedule parser.
      • 860+ people using the bot, 300+ using it daily.
      • Assembled a dataset for training the RuGPT-3 model.
      • Running the bot in a Docker container. The bot works 24/7.
    • StudentGPT | 08.2023 – 10.2023

      • Trained RuGPT-3 model on the LesMeh project dataset.
      • Developed a telegram bot to test the model.

Contact

Feel free to reach out to me via email or connect with me on LinkedIn.

My CV

image

Sergey Novichkov's Projects

data_engineering_mirea icon data_engineering_mirea

Completed assignments on the subject "Data analysis" by a student of the IMBO-02-21 RTU MIREA group

git icon git

Шпаргалка по консольным командам git

kispython_mirea icon kispython_mirea

Completed tasks for kispython.ru Repository with completed practical tasks of the course on the Python programming language (Assignments from the kispython.ru) Completed tasks are relevant for 2023 for IMBO-02-21 group, 14th option.

lesmehbot icon lesmehbot

This is the first version of the parser for the shedule of the Cherepovets Forestry and Mechanical College. This is the first half of the ongoing project. The next part is a telegram bot that sends out the shedule.

machine_learning_mirea icon machine_learning_mirea

Completed assignments on the subject "Machine learning" by a student of the IMBO-02-21 RTU MIREA group

math_statistics_mirea icon math_statistics_mirea

Completed assignments on the subject "Applied problems of mathematical statistics" by a student of the IMBO-02-21 RTU MIREA group

online-shop icon online-shop

Telegram is an online store bot written using Aiogram 3, PostgreSQL.

resume icon resume

This is my current resume for recruiters

tetris icon tetris

A simple tetris game written in Java with Swing. Enjoy the game!)

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