Product Manager · Platform & core systems · AI

I build the core of AI products: the orchestration, permissions and primitives that everything else runs on.

Right now that is at Mitigata, a Series B AI and risk SaaS, where I own the agentic assistant and the platform layer nine product verticals are built on. Before that I took Tango, an AI sales product, from nothing to acquisition in five months.

I trained as a designer, which mostly shows up as an unwillingness to ship systems people can't see into.

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Bengaluru, India · LinkedIn · [email protected] · Book a call →

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Selected work

Case Studies

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What these pages leave out. Two of them cover current employer work, so the screens, the roadmap and anything customer-specific stay off the page. The reasoning is all here; the artefacts are easier to walk through live. Book 30 minutes →

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Experience

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Mitigata · Product Manager 2

Dec 2025 – present · Series B, AI & risk SaaS

Own a multi-agent assistant in production across nine product verticals, and the platform layer underneath it: access control across 274 permission keys, multi-region IN/US/EU tenancy, and a background-task primitive four product areas consume. Invented PAPER, the generation and evaluation engine that makes AI-written compliance policy auditable — 40 days to v1, and we certified ourselves on it in ten.

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Hirefly · Product Lead

Jul – Nov 2025 · Seed, AI sales intelligence · Acquired by Wellfound

The only product and design person on Tango, Hirefly's sales-intelligence vertical. Concept to acquisition in five months: five paying customers, $200K ARR, lists built 60% faster than Apollo and Clay. Argued for exposing the AI's logic as an editable canvas rather than automating it away; 70% of users now edit it directly.

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FiniteTime · Founding Product Designer & PM

Aug 2023 – Jun 2025 · Pre-seed, productivity

Sole product and design owner from zero. Introduced Work Zones as the primitive that Timeline, Smart To-dos and Scheduling Links were all built on. Alpha cohort completed 30% more high-priority tasks, and grouped scheduling displaced Timely and Calend.ly outright.

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MindTickle · Product Designer, Mobile

Jun 2022 – Aug 2023 · Unicorn, sales enablement

Owned the mobile app across the entire product rather than one vertical: strategy, prioritisation, research and design. 200% MAU growth in three months post-redesign, tracked in quarterly business reviews. 30+ research sessions, and 100+ screens rebuilt onto a design system authored from scratch.


What I work on

Platform and core systems. The layer nine product verticals sit on rather than the verticals themselves — orchestration, permissions, tenancy, and the primitives every team above ends up depending on. I like the problems where getting the shape wrong is expensive to undo.

AI people trust. Constraining generation so output can be checked rather than believed, and making a system's reasoning visible and editable instead of hiding it behind a better conversation.

Security and compliance. GRC, third-party risk, and consent management under India's DPDP Act, on control structures built for sixteen compliance framework families from ISO 27001 to SOC 2 to HIPAA.