Product Manager · AI Product · B2B SaaS
I turn ambiguous business goals into shipped AI products — from discovery and PRDs to launch and iteration — pairing an engineering foundation with a bias for measurable outcomes.
01 — Profile
Nearly two years owning AI-powered B2B SaaS end to end. I lead cross-functional squads across engineering, design, and go-to-market — and use a technical background to pressure-test feasibility and make informed trade-offs.
Data-informed prioritization. Customer research paired with product analytics. Clear PRDs as a single source of truth, and delivery that stays predictable.
LLM applications, generative-AI workflows, model evaluation & guardrails, and human-in-the-loop UX — the product layer on top of modern AI.
02 — Impact
Activation lift from an onboarding redesign, validated by A/B test across 1,200 users.
Onboarding drop-off eliminated at the point of highest funnel friction.
Less auth friction — login time cut while session depth rose 25%.
New users onboarded in week one of a cross-functional GTM launch, beating target.
03 — Experience
An AI hiring platform automating resume screening, skill assessments, and AI-led interviews. I own AI-driven features end to end — discovery, PRDs, sprint & release planning — and shape roadmap direction.
Defined a 3-pillar roadmap tied to quarterly OKRs, giving engineering clear priorities and cutting scope-creep before sprint start.
Joined with an engineering focus and converted to full-time PM. Owned the full lifecycle of an AI writing SaaS from discovery to release.
04 — Featured Projects
05 — Toolkit
Strategy · Roadmapping · Discovery · Lifecycle Ownership · PRDs & Specs · Backlog · Sprint & Release Planning · OKRs & KPIs · GTM
AI PM · LLM Applications · Generative AI · Prompt Engineering · AI Workflow Design · Model Evaluation & Guardrails · Human-in-the-Loop UX
User Research · Customer Interviews · Usability Testing · JTBD · Market & Competitive Analysis · Persona Development
Mixpanel · Amplitude · Google Analytics · Microsoft Clarity · Hotjar · A/B Testing · Funnel & Cohort Analysis · SQL
Agile / Scrum · Backlog Refinement · Release Management · RICE · MoSCoW · Kano
B.Tech, Computer Science (AI Specialization) · CGPA 9.4 / 10.0 · Engineering-fluent product decisions
Certifications & Community
06 — Writing
Scope-creep rarely starts in engineering. It starts in a vague line item nobody pushed back on. Here's the filter I run before anything enters a sprint.
Analytics told me where users left. It took session replays and interviews to understand why. A field note on pairing quantitative and qualitative signal.
A technical background is a superpower for a PM — until it quietly turns you into a bottleneck. How I use feasibility instincts without stealing decisions from engineers.
07 — Contact