AI Product Manager
Aryan Batra. AI Product Manager. Hi! I'm Aryan.
Just a guy with an unreasonable obsession with shipping products that feel awesome.
How I think
Everything worth making starts as a mess.
Constraints nobody wrote down. Requirements that contradict each other. Six people who each mean something different by good. No shape yet, just everything that is true at once.
How I got here
The titles kept changing. The question did not.
Every step was deliberate. I kept hitting the ceiling of UX and wanting to own the why, not just the how, so I built the analytical muscle while still in a design role, crossed into product through data, then into AI product by shipping.
2022
UI/UX Designer
Infraplan
First product surfaces that real users had to get through, not admire.
2022
Freelance Designer
Independent
Every client taught the same lesson: the brief is never the real problem.
2023
UX Trainee
Recruit CRM
Joined a real product team and learned how shipped software actually happens.
2023
UX Associate
Recruit CRM
Owned flows end to end, and started asking why behind every design call.
2024
Senior Associate Product Analyst
Recruit CRM
Crossed into data: funnels, experiments, and evidence that changed roadmaps.
2025
Associate Product Manager
NxtWaveNow
AI products for real learners, owned from research to ship.
What it added up to
30%
adoption in month one
AI Sourcing Agent
3x
free-to-paid conversion
PLG onboarding overhaul
$100K+
ARR unlocked
PLG onboarding overhaul
50+
demo bookings a month, from zero
Demo booking PLG
2-4wks
of sourcing time eliminated
AI Sourcing Agent
50%
lift in weekly adoption
Learning experience, NxtWave
Selected work
Four systems that shipped.(4)
Four systems, four case studies. The short version here, the full thinking behind each one a click away.