I hold a Master's degree in Machine Learning and Big Data. I am passionate about developing and applying machine learning methods, data analysis, and software development. My goal is to use cutting-edge technologies to solve real-world problems and improve the quality of life.
- Programming Languages: Python, C++, Java, R
- Machine Learning: PyTorch, NumPy, pandas, scikit-learn, seaborn, TensorFlow, Keras
- Tools: Git, SQL, Docker
- Others: MS Office Excel, Data Visualization
- Enhancing my knowledge and skills in computer vision projects using PyTorch.
- Developing a recommendation system for an e-commerce platform.
- Advanced deep learning techniques.
- Best practices in data engineering and MLOps.
| Data Analysis with Python | Machine Learning with Python |
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- ConstructVision - My master project.
- Notebooks - My other projects
- Master's in Machine Learning and Big Data - (2024)
- Bachelor's in Applied Mathematics and Informatics - (2022)
- Developed predictive models to forecast customer behavior, resulting in a 15% increase in customer retention.
- Analyzed large datasets using Python, SQL, and data visualization tools to provide actionable insights.
- Collaborated with cross-functional teams to design and implement data-driven solutions for business problems.
- Utilized machine learning libraries like scikit-learn and TensorFlow to build and deploy models.
- Designed and implemented machine learning algorithms for image recognition and natural language processing projects.
- Developed and optimized neural network models using PyTorch, improving accuracy by 20%.
- Conducted data preprocessing, feature engineering, and model evaluation for various machine learning projects.
- Worked with data scientists and software engineers to integrate machine learning models into production systems.