I'd rather build it than talk about it.
About
Claude and Claude Code are my design tool — the same way another PM opens Figma, I open Claude Code and go from idea to a real, working, demoable product, myself.
View the repo →Beyond the Build
When Pillar — an AI interview companion tool — landed on my team after an acquisition, half the engineers on it didn't actually know what the product did. I paired up with a senior PM and a designer to rebuild it from the inside out: tighter integration with the company's existing ATS, a long list of bugs finally closed, a workflow that actually made sense end to end. Adoption jumped soon after launch.
Off the clock, I paint, take orders from my cats, and treat "I don't know how to do this yet" as an invitation rather than a warning. I'm happiest mid-challenge, and there's always a next trip half-planned.
Career Path
Centroid Foundry · Freelance, Remote (Australia)
Working with the founding team to build AI-native products from 0 to 1. Currently leading product for Fossick, an autonomous AI marketing agent, including the human-in-the-loop controls that keep founders in charge of budget and creative decisions.
Employ Inc · Bengaluru
AI product strategy and platform delivery across a multi-brand enterprise SaaS suite — Jobvite, Lever, JazzHR, and Pillar.
Flytxt Mobile Solutions · Trivandrum
Owned 10+ AI SaaS features from 0 to 1 across an enterprise analytics and workflow automation platform.
AccessGates Labs · Mumbai
Managed product backlogs and UX research across 15+ web and mobile delivery projects.
Pramati Technologies · Bengaluru
Built and optimised UI components in React and JavaScript before moving into product.
Career Highlights
$0K
ARR protected through AI product stabilisation
0%
Reduction in end-user time-on-task
0%
Unnecessary engineering effort deflected
0+
Support tickets analysed
0
Production AI features under a Responsible AI governance framework I authored
0%
On-time delivery across 6 production releases
Featured Work
01 — Featured Work
Appliance broke? Get it to the people who can actually fix it.
Started as an agent that fights support bots. Pivoted into an after-sales bridge that gets a washer or TV to the brand's authorized service with a complete request, and keeps people away from repairs with non-original parts. React prototype, PRD, and 12 clickable screens, including the console a brand would pay for.
02 — Case Study
AI coaches sound confident even when they're wrong. This measures exactly how often — and fixes it with one prompt change, not a model upgrade.
30 test cases across six failure modes, scored against a naive vs. a grounded system prompt on the same model. Pass rate: 30% → 98%. On the highest-stakes category — visa/legal questions — it went from 0% to 100%.
Other Projects
A system-design case study for an AI that turns raw interview transcripts into evidence-backed, rubric-anchored scorecards.
A RAG tool that reads Indian tenancy law and flags risky lease clauses in plain English, with real citations.
Contact
Open to AI Product Manager roles — reach out on LinkedIn or by email.