Oriform
Natural language to editable, 3D-printable objects. The main product problem is making uncertain model output reviewable and usable.
Igor Vladovskiy
Technical product workthat makes AI usable.
I work on AI products, workflow systems, and prototypes that need product judgment, technical shape, and a working loop.
This is a small public index for selected work, case studies, writing, and contact.
Selected work
Use Case Library
A publishing system that turns patent records into applied AI use-case pages through structured generation, quality gates, and static output.
ContextTranslate
A browser extension that translates selected text with surrounding page context and a bring-your-own-key privacy model.
Case studies
Feely Studio AI workflow
How a brand and web design studio moved from browser chats to a file-based workflow across proposals, research, copy, SEO, and case studies.
Writing
From use-case pages to possible vendors
The vendor layer connects generated use-case pages to companies that might build or sell similar systems, while keeping the evidence boundary visible.
From patent records to AI use-case pages
The visible page was only the output. The work was moving patent records through filtering, generation, evaluation, and static publishing without losing the source.
CV
Technical Product Manager / AI Product Builder
9+ years across AI-powered search, visual search, ML APIs, growth, internal tools, and independent AI product work. Current PDF CV is available on the CV page.