I build practical automation and data extraction tools with a focus on clear inputs, structured outputs, and reliable execution.

My work on Apify is centered around Actors that solve specific problems without unnecessary complexity — from web data collection and monitoring to data transformation and small automation workflows.

• Web scraping and structured data extraction
• Monitoring and change detection
• Automation with Python
• Data cleaning and transformation
• APIs and external integrations
• Reliable, reproducible workflows

For each Actor, I aim to provide:

• Clear input parameters
• Predictable structured output
• Useful error handling
• Practical documentation and examples
• Simple configuration
• A focused scope instead of trying to solve everything at once