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Shawn L

shawnle204

ACTOR STATS

4 public Actors

8 total users

1 monthly user

>99% runs succeeded

Developer Profile

Math-focused developer building automated data pipelines, programmatic web scrapers, and quantitative tooling in Python.


Core Focus

  • 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.

Tech Stack

  • Languages: Python, SQL, C/C++
  • Libraries & Frameworks: Crawlee, Playwright, BeautifulSoup, FastAPI, Pydantic, Pandas, NumPy
  • Infrastructure & Tooling: Docker, Git, Apify SDK, Linux/Bash, GitHub Actions

Active Tools

  • Clutch.co Leads & Directory Scraper: Serverless actor designed to extract verified B2B agency profiles, project minimums, hourly rates, and domains with automatic proxy rotation.

Public Actors