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$
USD
I will build an automated python data extraction pipeline
Python Web Scraping and Automation Developer Data Extraction Specialist
I build Python automation systems that collect, clean, and structure data from the web.
Work includes: real estate public records scraper, 380K+ record stock market pipeline, crypto trading backend, a...
About this Gig
Stop collecting data manually. I build automated Python pipelines that run on a schedule, collect from multiple sources, normalize the output, and deliver clean structured data without you touching anything.
My pipelines are running in production for financial research (scraping 6 live economic data sources into a macro dashboard), crypto trading infrastructure (Celery/Redis task queues), and real estate lead generation (automated court record collection).
What I build:
- Scheduled scrapers daily, weekly, or custom intervals
- Multi-source collection with normalization
- Error handling, retries, and resumability
- PostgreSQL or SQLite storage
- CSV/Excel output on each run
- Monitoring and failure alerts
Tools: Python, Playwright, Celery, APScheduler, PostgreSQL, pandas
You get clean commented code, documentation, and a live demonstration before final delivery.
Message me before ordering to confirm your sources and schedule requirements.
Technology:
Python
Technique:
Automated
My Portfolio
FAQ
Will the pipeline run automatically without me doing anything?
Yes once set up it runs on your server or VPS on whatever schedule you define.
Do I need a server?
You'll need a VPS or cloud instance to run it continuously. I can recommend a simple cheap setup if needed.
Can you add new data sources later?
Yes, I build pipelines to be extensible. Adding new sources is straightforward.
