Git Product home page Git Product logo

100daysofdatascience's Introduction

Hello, I'm Sergey Novichkov! ๐Ÿ‘‹


๐Ÿ‘จโ€๐Ÿ’ป About Me

I am a Data Scientist with a robust background in leading development teams and implementing cutting-edge technologies in data analysis and machine learning. Proud winner of the 2023 "Digital Breakthrough" hackathon, I excel in deploying recommendation systems, NLP models, and developing ETL processes.

๐Ÿš€ Skills

  • Programming Languages: Python (Expert), R (Advanced), Java (Proficient), C++ (Proficient)
  • Tools & Technologies: Linux, Git, Docker
  • Mathematical Skills: Mathematical Statistics, Computational Mathematics
  • Additional Skills: AI, ML, Data Analysis, Bash Scripting
  • Data Analysis: Proficient in Python libraries like NumPy, Pandas, and Scikit-learn.
  • Machine Learning: Experience with transformers (GPT, BERT), NLP, Linear Regression.
  • Databases: SQL, database integration for Telegram bots.
  • Data Visualization: Expert in creating graphs and charts using Matplotlib and Plotly.

๐Ÿ“Š GitHub Stats

Top Languages

๐Ÿ’ผ Work Experience

  1. Team Lead | Startup Moscow, Russia | 12.2023 โ€“ Present

    • Spearheaded a startup project using Miro, Aris Express.
    • Led a dynamic team of 5, ensuring project success through meticulous task management and code reviews.
    • Developed a product MVP using Python (Aiogram3), PostgreSQL, Docker.
  2. Data Scientist | RTU MIREA, Moscow, Russia | 01.2023 โ€“ Present

    • Frequent speaker at Data Science meetups (50+ attendees).
    • Successfully deployed RecSys and NER (Natasha, SpaCy) models.
    • Developed and managed SQL databases and utilized ML models for diverse analytical tasks.
    • Acquired hands-on experience with Hadoop (HDFS, YARN) and HBase.

๐Ÿ›  Projects

  • LesMeh | 09.2022 โ€“ 05.2023

    • Crafted an asynchronous Telegram bot and Excel schedule parser, serving over 860 users daily.
    • Assembled and utilized a dataset for training the RuGPT-3 model.
    • Ensured robust, round-the-clock operation via Docker.
  • StudentGPT | 08.2023 โ€“ 10.2023

    • Developed and trained RuGPT-3 model; integrated it into a Telegram bot to enhance user interaction.

๐Ÿ“ฌ Contact Me

Feel free to reach out for collaborations or just a chat:

๐Ÿ“„ My CV

My Resume

100daysofdatascience's People

Contributors

xenotwhynotx avatar

Stargazers

 avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.