
Research-led AI-native Business-driven
I'm a product designer from Bangalore. I design AI-native products businesses can bet on.
I start with research, the messy kind, and turn it into products that move adoption, revenue and risk.
It started long before screens: crowds, a council and a lot of listening.
As space planner for Asia's largest college festival, I learned flow is a business problem: every bottleneck costs footfall, sponsors and goodwill.
Lockdown hit mid-term. I led a 50-person council to keep 800+ students showing up online. Attention became the metric I design for.
A wellbeing platform, a 35,000-exporter marketplace, a connected-car app. Different businesses, one question that decided the numbers: why do people quit?
Every step taught me one thing:
good design shows up
in the numbers.
Then AI changed what products can do,
and how badly they can go wrong.
That was my breaking point.
I went AI-native.
Now I design AI products
businesses can scale
and people can actually trust.
People took the quiz, got their results, and quit by day four.
I shaped 10+ modules so every result leads to one small next step.
50% more course completion, on a 45,000-member platform at $1.4M ARR.
Wellbeing · Behavioural AI · B2C + B2B
Tap "lock", wait, hear nothing. Silence reads as a broken car.
Key commands in thumb's reach, and every tap confirms itself. Try the phone.
Tasks got 42% easier for half a million drivers. The app won a Red Dot.
Automotive · Connected car · B2C
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A compliance workstation where supervisors at a $18T asset manager review risky trades and sign them off.
Alerts lived in five different apps, and risk scores never explained themselves.
One queue where every score shows its reasons. ~30% fewer steps for 3,000 supervisors.

Fintech · Enterprise AI · Compliance
The real prototype
Aegis home: what needs a supervisor right now, with every item explained.
Two weeks of silence between brief and first concept. That's where studios lose deals.
An AI co-pilot that pitches with real, buyable furniture and holds the budget. Concepts in under 10 minutes.
Drop the budget and watch it re-source.
Interior design · Generative AI · B2B
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Wellbeing · Behavioural AI

Automotive · B2C mobile

Fintech · Enterprise AI

Interior design · GenAI

Search · AI research

Advertising · Usability

Productivity · GenAI · SMB

B2B commerce · Trade
AI products, tangled enterprise systems, or research that has to move a metric. I'm listening.
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