---
title: "Ritika Singh - Aspiring AI Product Manager| Build & Ship AI workflows used in real businesses in Kolkata | Tal"
description: "Meet Ritika Singh, Aspiring AI Product Manager| Build & Ship AI workflows used in real businesses based in Kolkata. AI stack includes gemini, n8n, and notebooklm."
image: "https://tal.club/meet/ritika-singh-2/share-image"
---

# Ritika Singh on Tal

## 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

[View the original profile](https://tal.club/meet/ritika-singh-2)

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