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  • Moscow, Russia

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novaeKH/README.md

Hi, I'm Ilya 👋

Data Science & Machine Learning

Applied Mathematics student at MISIS University.

I work with tabular data, build and validate machine learning models, perform feature engineering and develop ML-related applications.


Technologies

Python Pandas NumPy Scikit-learn

FastAPI PostgreSQL Docker Git


Featured Projects

AI Observability, FinOps and Governance platform for monitoring AI products and agents.

FastAPI PostgreSQL Redis Docker

Binary classification project for predicting client default risk using preprocessing, feature engineering and model comparison.

Python Pandas Scikit-learn CatBoost

ROGII Well Trajectory Prediction

Regression project with feature engineering, cross-validation and ensemble models.

Python Pandas Scikit-learn CatBoost


Currently Learning

  • SQL and data analysis
  • Machine learning for tabular data
  • Model deployment
  • NLP and RAG systems

Career Interests

Looking for an internship or junior position in Data Science or Machine Learning.

Pinned Loading

  1. Credit-scoring Credit-scoring Public

    Binary classification project for predicting client default risk using preprocessing, feature engineering and model comparison.

    Jupyter Notebook

  2. takt-ai-control-center takt-ai-control-center Public

    AI Observability, FinOps and Governance platform for monitoring corporate AI products and agents.

    Python

  3. vow-smartapp vow-smartapp Public

    Voice-controlled team word game developed for the Sber smart devices ecosystem.

    JavaScript