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ivan-aleshin/README.md

Hi there, I'm Ivan Aleshin

I am a data scientist with a passion for solving complex problems using data. I have experience in statistical analysis, data modeling, and data visualization. I am always looking for new challenges and opportunities to learn and grow.

📚 Education
Professional retraining program at Yandex Practicum for Data Science
Master's degree in Engineering Science from Mendeleev University of Chemical Technologies of Russia

💼 Experience
Analyzing data using statistical methods to identify patterns and trends
Building predictive models using machine learning algorithms
Creating data visualizations to communicate insights to stakeholders

🚀 Skills
Programming Languages: Python, SQL
Data Science Libraries: Pandas, NumPy, Scikit-Learn, PySpark, MLFlow, TensorFlow, PyTorch, Huggingface
Data Visualization: Matplotlib, Seaborn, Plotly
Database: PostgreSQL, Greenplum, Clickhouse
Other Tools: Bash, Git, Jupyter Notebook, Google Colab, Docker, Apache Airflow

📈 Projects
Different ML approaches research on Big Data using PySpark
Comparison the efficiency of a single distributed model and several parallel models using the example of the problem of predicting the number of taxi orders for the next hour in Chicago.

Exercises from Texts Generation App try a deployed version HERE
Language training application. Generates as many language exeercises as you want using your favorite books as a source.

Application of the Transformer-based Encoder NLP model for a regression task

Hakaton project: Machine Hack - Predict The Price Of Books took 22nd place out of more than 5000

Educational Projects from Yandex Practicum Data Science Course. Here are some of the projects:

📫 Contact Me
Email: ivan.aleshin.ai@gmail.com
LinkedIn: linkedin.com/in/ivan-aleshin/ I am open to new opportunities and collaborations. Please feel free to reach out to me if you have any questions or if you'd like to work together on a project.

Popular repositories

  1. pyspark_chicago_taxi pyspark_chicago_taxi Public

    Building ML model on Pyspark to predict taxi trips

    Jupyter Notebook 5

  2. ivan-aleshin ivan-aleshin Public

  3. yandex-practicum-projects yandex-practicum-projects Public

    Projects from Yandex Practicum Data Science Course

    Jupyter Notebook

  4. pet_projects pet_projects Public

    Jupyter Notebook

  5. hackatons_and_competiions hackatons_and_competiions Public

    Reopsitory for Hackatons and Kaggle competitions projects

    Jupyter Notebook

  6. language_exerice_generator language_exerice_generator Public

    Application for generation exercises from texts for language learning

    Python