Headline

Aspiring AI Product Manager| Build & Ship AI workflows used in real businesses

About

I build AI-powered product systems that improve speed, clarity, and decision quality. My work sits at the intersection of product thinking, automation, and applied AI — where messy workflows become structured systems. I focus on three things: • Defining the real problem before building • Designing metrics that prove impact • Using AI where it adds leverage — not noise I’ve designed and shipped: • Lead response systems that improve speed-to-contact and reduce manual routing • AI-assisted support workflows with safe escalation and guardrails • Activation and revenue dashboards that surface drop-offs and growth bottlenecks Across every project, I think in terms of: User → Workflow → Risk → Metric → Iteration I’m especially interested in AI-native SaaS and fintech products where: • Precision vs recall tradeoffs matter • Reliability matters more than hype • Human-in-the-loop design is critical I’m seeking Product Associate / APM roles in early-stage or AI-driven startups where I can contribute structured thinking, execution speed, and strong documentation discipline from day one. If you're building AI products that need clarity, systems thinking, and measurable execution — I’d love to connect.

Location

Kolkata

AI stack

gemini

n8n

notebooklm

perplexity

Education

Bachelor of Commerce - BCom, Accounting and Finance, Seth Anandram jaipuria college

Bachelor of Commerce, University of Calcutta