Describe the projects you participated in at previous workplaces and tell about your contribution to them.
sobes.tech AI
Answer from AI
I participated in several projects related to Python development:
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Web application for data analysis: Developed the backend using Flask, implemented REST API for data processing and visualization. My contribution involved optimizing database queries and writing modules for handling large volumes of information.
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File processing automation: Created scripts for automatic uploading, processing, and archiving of files using pandas and pathlib libraries. This reduced data processing time by 40%.
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Machine learning: Participated in a text classification project, implemented data preprocessing and model training using scikit-learn. Also involved in evaluating model quality and hyperparameter tuning.
In each project, I aimed not only to write code but also to improve development processes, such as implementing testing and documentation.