Workflow and product discovery
Turning a messy operational problem into a clear system, review flow and buildable product scope.
Puviin VarmanApplied AI & automation builderContact Applied AI · workflow systems · engineering context
I build practical AI for complex, real-world work.
I’m Puviin Varman—a Kuala Lumpur–based mechanical engineer and client-facing builder working across document intelligence, workflow automation and product delivery for complex engineering and business work.
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Selected work — Flagship · In developmentFormMind
An in-development system designed to reuse trusted answers and supporting knowledge across complex Word and Excel responses, with visible sources and human review.
Explore FormMindWhat I bring
From operational problem to usable system.
Applied AI prototyping
Building useful document, knowledge and automation workflows with explicit evidence and human control.
Client and domain translation
Connecting technical teams, business stakeholders and real users without losing the detail that matters.
01 / Selected work
Systems built around the work.
The technology changes. The standard does not: clear evidence, visible review points and outputs people can actually use.
View all workFormMind
An in-development system designed to reuse trusted answers and supporting knowledge across complex Word and Excel responses, with visible sources and human review.
Read the FormMind case studyLifeOS
An in-progress system being designed to capture messages, images, links and quick notes in a searchable personal workspace.
Read the LifeOS case studyCarbon Exposure Project
Led the coordination and growth of a multi-channel climate and carbon-markets media project, including work around COP28 in Dubai.
Read the Carbon Exposure Project case study02 / The connecting thread
An engineer who builds across the gaps.
My path into AI began in engineering projects, proposals, client conversations and the messy documents that keep complex work moving. That is why I focus on usable systems: clear workflows, visible review points and outputs people can trust.
Applied AIFormMind · LifeOSEngineeringEnergy & fabricationClimateCOP28 · Project leadership
Read my full story 03 / Events
The rooms and communities that shaped the work.
Selected momentsAll events ↗
02 Mar 2026Press
Connected by code
Spoke about moving from mechanical engineering into AI-assisted software building, and how local communities made the learning curve practical.
Open source ↗Oct 2025Hackathon
Cursor Hackathon Singapore
Prototyped FormMind: a system for retrieving and reusing grounded answers across complex forms.
View FormMind ↗2024Hackathon
AI Tinkerers Hackathon
Built a retrieval-augmented workflow using n8n and placed third in the hackathon.