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gorop51/README.md

Hi, I'm George! Welcome to my page ☺️

GitHub Kaggle ods-ai logo Telegram Gmail

👩‍💻 About me

I'm a newbie data scientist and on my third year at the technical university called «VGLTU» in Russia, Voronezh, studying «Information Systems and Technology» specialization. I finished the "Data Science Specialist" course from Yandex and am now taking "Mathematics for Data Analysis" course. I know Python really well and have used libraries like Pandas, Numpy, Matplotlib and Scikit-learn. I also know SQL, as I learned it from online courses and my university. I have some experience with C++ too. In addition to the projects made for the DS course, which you can see in my profile, I've built a few Telegram bots and worked on a project scraping russian patent documents to create a database using their information to train a model.

⭐ My achievements

  • 98/100 points on the Unified Government Exam in Computer Science,

as well as 86 in specialized mathematics exam and 96 in Russian exam, for a total of 280 points out of 300;

  • Government scholarship at the University:

I was published with articles about AI and similar topics in scientific journals.

🧠 Skills

c++ logo python logo pandas logo numpy logo matplotlib logo scikitlearn logo

🛠 Instruments

jupyter logo p-sql logo m-sql logo excel logo word logo notion logo

📕 Some ML articles

💻 Additional education

Course Date Docs
practicum.yandex/DS specialist 12/2022 - 07/2023
practicum.yandex/Mathematics for DA 07/2025 - xx/2025

🗣 Languages

Flag Level
RU C2
EN B1

Pinned Loading

  1. gorop51-2/Telecom-Customer-Churn-Prediction gorop51-2/Telecom-Customer-Churn-Prediction Public

    Predicts customer churn for a telecom operator using personal data, service usage, and billing information. Helps proactively retain at-risk customers by identifying those likely to leave, enabling…

    Jupyter Notebook

  2. gorop51-2/Video-Games-Market-Analysis gorop51-2/Video-Games-Market-Analysis Public

    Analyzes historical video game sales to identify success factors across platforms, genres, and regions. Helps retailers focus on high-potential games and tailor marketing strategies to regional pre…

    Jupyter Notebook

  3. gorop51-2/Oil-Well-Location-Selection gorop51-2/Oil-Well-Location-Selection Public

    Identifies optimal oil drilling locations by analyzing geological data from multiple regions. Predicts oil reserves volume to select the most profitable wells while minimizing financial risks. Uses…

    Jupyter Notebook

  4. gorop51-2/Taxi-Demand-Forecasting gorop51-2/Taxi-Demand-Forecasting Public

    Predicts hourly taxi demand at airports using historical data and time patterns. Helps optimize driver allocation during peak hours, improving service efficiency and reducing wait times. Enables pr…

    Jupyter Notebook

  5. gorop51-2/Toxic-Comment-Detection-for-WikiShop gorop51-2/Toxic-Comment-Detection-for-WikiShop Public

    Identifies toxic comments in user-generated content using natural language processing techniques. Helps automate content moderation by flagging potentially harmful comments for review, improving co…

    Jupyter Notebook

  6. gorop51-2/Gold-Recovery-Prediction gorop51-2/Gold-Recovery-Prediction Public

    ML model forecasting gold recovery rates from ore processing. Identifies unprofitable production runs by analyzing flotation parameters and metal concentrations at rougher and final stages, enablin…

    Jupyter Notebook