Khushbu Bhumbhani

Python Web Scraping & Data Engineer with 9+ years of experience delivering 100+ web scraping, automation, and ETL solutions for international clients. Built scalable scraping systems and end-to-end data pipelines that transformed complex web data into reliable, business-ready datasets across industries including e-commerce, government, real estate, genealogy, publishing, and legal services. Experienced processing millions of records from JavaScript-heavy websites, authenticated portals, REST APIs, AJAX applications, and dynamic web platforms with a strong focus on data quality, reliability, and maintainability.

Python Web Scraping Engineer at Freelance (2018-06 – Present)

• Delivered 100+ web scraping and data extraction projects for 70+ international clients.
• Owned complete project lifecycles from requirements gathering and scraper architecture to deployment, validation, troubleshooting, and final data delivery for international clients.
• Built scalable scraping pipelines using Selenium, Playwright, BeautifulSoup, Requests, multithreading, and asynchronous processing.
• Extracted data from JavaScript-rendered websites, AJAX endpoints, infinite scroll, REST APIs, archived pages, and complex HTML structures.
• Built scalable data retrieval and extraction pipelines for dynamic JavaScript-rendered websites, interactive web applications, authenticated portals, and evolving site structures.
• Processed datasets from thousands to over 1 million records using batching, retry logic, proxy rotation, duplicate detection, and automated monitoring.
• Designed reliable ETL workflows with data cleaning, normalization, validation, and structured delivery to CSV, JSON, Excel, SQL databases, and Google Sheets.
• Deployed and launched web scraping jobs on AWS, configuring cloud execution environments and managing scraper runs for reliable data collection.
• Worked directly with international clients to gather requirements, solve complex scraping challenges, and deliver production-ready data extraction solutions.

Junior Software Engineer at Aruhat Technologies (2014-06 – 2015-05)

• Developed Java-based automation and web scraping applications.
• Built multithreaded data processing solutions and scraping modules.
• Collaborated through analysis, development, testing, deployment, and production support.

Master of Computer Applications in MCA – Gujarat Technological University (2011 – 2014)

Bachelor of Computer Applications in BCA – Saurashtra University (2008 – 2011)