Api&web_scraping

Engineered an end‑to‑end data pipeline combining web scraping, API integration, and ETL processing: using Selenium, raw product data was extracted from a live book catalogue, supplemented with structured product feeds from a RESTful API via the requests library, and then cleaned, deduplicated, and merged with Pandas before being loaded into both CSV files and a SQLite database through SQLAlchemy. Complementing this, a lightweight Flask REST API was built to handle user management with JSON‑based create and retrieve operations, demonstrating core competencies in server‑side development, request handling, and stateless API design. Together, these projects illustrate a practical ability to acquire, transform, and serve data across the full stack.

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