Writing a scraper that works once is easy; keeping it working is the hard part. Websites change their layouts, load data with JavaScript, rate-limit requests and block automated traffic. I build scrapers for real-world conditions, with proxy rotation, retries, monitoring and alerts when something changes.
You get structured data in the format you need, such as CSV, Excel, Google Sheets, a database or an API, delivered once or on a regular schedule, with AI-powered cleaning and categorisation where it helps.
Products, prices, stock levels, reviews and listings from online stores and marketplaces.
Business details from public directories and listing sites for sales and market research.
Public posts, channels and engagement data for monitoring and analysis.
Dynamic sites handled with headless browsers, including logins, pagination and infinite scroll.
Scrapers that run automatically on a schedule and keep your dataset up to date.
LLMs that clean, normalise, categorise and enrich scraped data so it is ready to use.
Tell me about your goals and current process over WhatsApp, email or a call.
I propose the approach, tools and timeline, with a clear cost estimate before any work starts.
I build in small steps and share progress regularly, so you see results early.
I deploy, document and hand over, and stay available for fixes and improvements.
Professional Python development since 2016, with AI and machine learning work since 2019.
Most of my client work is under NDA, which is why it isn't in a public portfolio. Your project gets the same discretion.
You work with me directly, with no account managers or middlemen, in clear English and with regular updates.
From planning and development to deployment and support, one developer owns the whole solution.
“Chandni knew what I wanted and executed on that perfectly. She completed the job within a couple hours. Working with Chandni was a speedy process…”
“Ms Chandni was highly professional, friendly, quick in grasping the requirement and resolving the requirement asap.”
“Great at communicating and problem solving. Would hire her again.”
Scraping publicly available data is common practice, but it depends on the website's terms, the type of data and local laws. I only take on projects that collect public data responsibly, and I flag any concerns before starting.
Scrapers include proxy rotation, retries and monitoring. If a site changes its layout, maintenance updates keep the scraper working.
CSV, Excel, JSON, Google Sheets, directly into your database, or through an API.
Yes. It can run hourly, daily or weekly on a server or cloud account, with fresh data delivered automatically.
I charge $40/hr. The cost depends on the number of sites, their complexity and how often the data needs updating. You get an estimate after a free consultation.
Tell me about your project and I'll reply with ideas, a timeline and a quote.