Sushil B.

Data can be right and still miss the point. Getting data from a website is not the hard part. The hard part is getting the right data, in the right format and making sure you can actually use it. That is what I focus on. I build web scrapers and automation tools with Python. But before writing code, I look at what you actually need and find the simplest way to get there. I also check for internal APIs and data endpoints before using browser automation. If an API can do the job, there is usually no reason to make a browser do it. I can help with: • Web scraping and data extraction • Finding internal APIs and endpoints • Difficult and dynamic websites • Large scale scraping • Data cleaning and deduplication • Excel, CSV and JSON exports • MySQL and PostgreSQL • Google Sheets automation • FastAPI and custom Python tools • Scheduled scraping and reports • GitHub Actions and cloud automation Sometimes the job is just getting a dataset. Sometimes it is collecting new data every day and putting it into Google Sheets. Sometimes it is building a small system that runs by itself and sends the results to your email or database. I build the solution based on what you need, not just the website. I can also make a small sample first so you can check the data before we move ahead. If you have a website or a process you want to automate, send me the details. I'll take a look and tell you how I would approach it.