What this covers
Python scripts that collect, process and transform data, automate browser actions and talk to external services through APIs. The aim is a small tool that does one job reliably, not a large system nobody can maintain.
How I approach it
I start with the manual routine and the exact input and output. Then a working prototype, tested on real data, followed by error handling, logging and clear instructions. AI-assisted development helps me get from idea to prototype quickly.
Typical tasks
- Collecting structured data from websites or files
- Cleaning and transforming spreadsheets and exports
- Automating repetitive actions in a browser
- Moving data between a CRM, forms and other services via their APIs
Tools
Python, Playwright for browser automation, REST APIs, and cloud services when a script needs to run on a schedule.
How to start
Describe the task you repeat by hand, with an example of the input and the result you want.