Puviin VarmanApplied AI & automation builderContact Work / Selected systems
My strongest work sits where documents, people and decisions meet. These case studies show the problem, the operating logic and what exists today across AI document automation, personal knowledge and climate-media operations—without hiding the human review behind the technology.
In-development AI for complex Word and Excel forms
An in-development system designed to reuse trusted answers and supporting knowledge across complex Word and Excel responses, with visible sources and human review.
An in-progress private workspace for everyday context
An in-progress system being designed to capture messages, images, links and quick notes in a searchable personal workspace.
Climate media and project leadership
Led the coordination and growth of a multi-channel climate and carbon-markets media project, including work around COP28 in Dubai.
How I work
Turning a messy operational problem into a clear system, review flow and buildable product scope.
Building useful document, knowledge and automation workflows with explicit evidence and human control.
Connecting technical teams, business stakeholders and real users without losing the detail that matters.