
Quality engineering
QA3.io
A practical directory and launchpad for QA tools, testing utilities, frameworks, and field-tested resources.
Fractional CTO · Forward deployed engineer · Product builder
Fractional CTO and hands-on builder for ambitious products. Nearly two decades shaping architecture, teams, and delivery across web, mobile, and applied AI.
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Selected work
Recent work spans climate tech, testing, food discovery, accessibility, location-aware experiences, and AI-supported workflows.
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Quality engineering
A practical directory and launchpad for QA tools, testing utilities, frameworks, and field-tested resources.

Marketplace
A global internship marketplace connecting students, founders, and companies with profiles, applications, and hiring workflows.

Consumer
A food diary and social discovery platform for rating dishes, exploring cuisines, and remembering every bite.

Developer tools
AI-powered API testing that turns OpenAPI specifications into executable, editable pytest suites.

Accessibility
A web and mobile platform connecting students who need exam-writing support with volunteer scribes and readers.

Games
A multilingual daily word-game platform with Tamil-first challenges, points, streaks, and leaderboards.
How I work · six steps
A practical path from the first product decision to a production system the team can keep improving.
Align
Set direction, priorities, and decision ownership before complexity compounds.
Shape
Turn an ambiguous problem into a focused product slice people can use.
Design
Define secure boundaries, APIs, and services proportionate to the next stage.
Ground
Establish pragmatic foundations for identity, data, deployment, and operations.
Accelerate
Apply AI where it improves a real decision or removes measurable friction.
Ship & evolve
Build testing, observability, and feedback into every production release.
Operating principle
I work from the decision to the deployment: framing the product, setting the architecture, unblocking the team, and building the critical path when that is what moves the product forward.
Explore my approachNotes from the work
A quick recap of 2023 plan vs actual. Built 4 apps, get on with good communities, and had a productive year.
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