I build end-to-end data pipelines for agencies and scaling businesses. I specialize in bypassing modern bot-protection to extract clean data, and piping it directly into the operational tools your team already uses.
Below are three of my core architectural blueprints. Click into any repository to see the complete ETL flow, Mermaid architecture diagrams, and clean code standards.
Stack:
Python|BeautifulSoup|JSON Parsing
- Headless Extraction: Bypasses visual rendering to directly parse hidden JSON dictionaries.
- Automated Data Cleaning: Normalizes raw string data and calculates dynamic discount percentages.
Stack:
Playwright|Pandas|Proxy Rotation
- Human Mimicry: Configured browser contexts with realistic viewports and randomized delays.
- DOM Navigation: Programmatically handles JavaScript pagination and lazy-loaded elements.
Stack:
gspread|Google Auth|REST APIs
- Authentication: Secure OAuth 2.0 validation via GCP Service Accounts.
- Auto-Formatting: Programmatically freezes headers, bolds text, and adjusts column widths post-injection.