Petro Hrys
Digital infrastructure builder.
Building and researching search systems, AI architectures, automation, and independent digital products.
Petro Hrys
Building and researching search systems, AI architectures, automation, and independent digital products.
I work independently on the layer beneath the visible web — how search systems index and retrieve content, how language models surface information, and how discovery is shifting from keyword matching toward entity and intent understanding. Alongside the research, I build and maintain a small set of independent digital products.
I'm Petro Hrys — an independent researcher and builder working between Europe and the United States. The practice is small and self-directed: long-form writing, applied research, and a steady cadence of independent product work.
Available for research collaborations and infrastructure work.
hrhelperg@gmail.com