Web scraping portfolio
Automating data collection at scale
When there isn’t an API, I build scrapers that respect platforms, collect the right signals, and deliver structured datasets.
Amazon Product Price Tracker
Automated pipeline that captures Amazon product titles, prices, and dates to monitor market changes without manual effort.
Core features
- Scrapes key product fields from Amazon detail pages.
- Structures output and stores entries in CSV for long-term tracking.
- Supports repeated execution to grow a historical dataset over time.
- Can be scheduled to run at custom intervals for proactive monitoring.
Stack
- Python 3, BeautifulSoup, and Requests for acquisition.
- Pandas for data cleaning and quick exploration.
- CSV, OS, Time, and Datetime for file management and scheduling.
Explore more technical paths
Need fresh data fuels?
I can help design responsible scrapers, APIs, and intake workflows that keep your datasets current.