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shawnle204

Shawn L
shawnle204
Joined September 2026
ACTOR STATS
4 public Actors
8 total users
1 monthly user
>99% runs succeeded
Math-focused developer building automated data pipelines, programmatic web scrapers, and quantitative tooling in Python.
- Data Extraction & Web Scraping: Production data pipelines built using Crawlee, Playwright, and BeautifulSoup. Focused on bypassing anti-bot networks (Cloudflare, Datadome) via residential proxy routing and session rotation.
- Serverless Deployment: Deploying self-healing scrapers and APIs as containerized micro-services on Apify, Modal, and lightweight Linux containers.
- Applied Mathematics & Quantitative Logic: Scripting custom backtesting harnesses, numerical analysis tools, and mathematical models using Python.
- Languages: Python, SQL, C/C++
- Libraries & Frameworks: Crawlee, Playwright, BeautifulSoup, FastAPI, Pydantic, Pandas, NumPy
- Infrastructure & Tooling: Docker, Git, Apify SDK, Linux/Bash, GitHub Actions
- Clutch.co Leads & Directory Scraper: Serverless actor designed to extract verified B2B agency profiles, project minimums, hourly rates, and domains with automatic proxy rotation.