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, engineering visualisation and climate-media operations—without hiding the human review behind the technology.
Industry workflows
These pages map practical, human-reviewed starting points without claiming that technical judgment can or should be automated away.
Pre-qualification, tenders, supplier questionnaires and internal knowledge reuse.
Explore this industry path →Energy · Oil & GasVendor registration, proposal documents, compliance packs and review routing.
Explore this industry path →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 publishing operations
Served as Project Director for a founder-led carbon-markets interview platform, coordinating publishing operations, six-channel distribution, performance dashboards and COP28 delivery.
WORKING DEMONSTRATOR · SOURCE-LINKEDInteractive, source-linked engineering visualisation
A working 3D demonstrator reconstructed from published distillation research and recorded experimental data, with source coverage, human review and visible engineering limits.
How I work
Map the actors, handoffs, source documents, review points and final output before choosing the technology.
Test retrieval and drafting against representative files, with sources and approval points kept visible.
Translate between users, domain experts, product and commercial teams as a useful solution moves toward adoption.