ashmarh

Hi! It's ashmarh. I have over 3 years of experience in Web Data Scraping or Extraction, Web Crawling, and Web Automation. I have extensive experience using Python libraries like Scrapy, Selenium, Requests, BeautifulSoup, Numpy, and Pandas to extract and transform data from a wide range of websites and APIs. I specialize in creating custom web scraping scripts and data extraction pipelines that are fast, reliable, and scalable. I excel in bypassing Captchas, rotating IPs, rendering JS, handling network requests, and parsing HTML for scraping, cleaning, and saving the data in a clean database