I’m an independent developer building practical tools for automation, data processing, and software workflows.

My work grows out of hands-on projects with self-hosted services, data pipelines, and developer tooling. I use AI-assisted development to explore and iterate, alongside code review and testing.

On Apify, my focus is on focused utilities that fit into existing workflows: straightforward inputs, structured outputs, and clearly documented limitations. Current projects include record normalization, release checks, and website auditing.

I aim to keep each tool useful beyond its first release, with improvements informed by reproducible issues and real usage. For support, please use the relevant Actor’s Issues tab and include the run ID, expected result, and actual result. Remove credentials and personal data from any examples you share.