---
title: "Rishabh Kumar - Independent Product Builder · AI / Agentic Systems in Bengaluru | Tal"
description: "Meet Rishabh Kumar, Product Manager - AI & TPM | RAG & Agentic Systems in Production | Ex-Accenture, CLO Virtual Fashion based in Bengaluru. AI stack includes anthropic apis, claude code, and claude. Explore public work links including github and rishabhrishabhh.github.io."
image: "https://tal.club/meet/rishabh-kumar-12/share-image"
---

# Rishabh Kumar on Tal

## Headline

Product Manager \- AI & TPM \| RAG & Agentic Systems in Production \| Ex\-Accenture, CLO Virtual Fashion

## About

I’m a Product Manager first, with AI as a core part of how I build\. I’ve built and shipped multiple AI\-First & AI\-Powered Products end to end, independently and for companies\. I help teams turn ambiguous AI ideas into shipped, production grade products\. 4\+ years across enterprise integrations \(UK, South Korea, India\) and hands on RAG/agentic builds\. I sit at the intersection of business and engineering, translating fuzzy stakeholder needs into developer ready specs, and technical constraints into clear business calls\. I ship fast and test in production, not just in decks\. I design for hallucination risk and human in the loop fallbacks from day one\. → Built a production RAG chatbot \(Pinecone \+ Gemini\) at sub\-200ms p99 latency, 100% accuracy across 70\+ test queries, zero downtime in 1\+ month live → Built Yes PM, an AI powered product decision support platform using a custom chunking strategy across 30 to 40 framework tagged case studies for precedent grounded retrieval → Shipped an agentic voice assistant \(ElevenLabs\) with real time STT/TTS and escalation logic → 3 concurrent enterprise integrations at 100% on time delivery, 30% performance lift from a 5 year legacy fix → £10,000\+ in new contracts, 100% client retention → Top 0\.23% globally \(410/179,216\) on LearnTube's PM assessment → IBM certified in Generative AI Product Management Targeting AI PM & TPM roles\. DM me if you're hiring for agentic products or want to see how RK Jarvis or Yes PM work under the hood\. rishabhukrishabh@gmail\.com

## Location

Bengaluru

## AI stack

anthropic apis

claude code

claude

codex

deepseek

grok

## Work experience

Independent Product Builder · AI / Agentic Systems at Self\-Employed, Feb 2026 \- Present · 8 mos, Bengaluru, Karnataka, India, • Designed and shipped a production RAG chatbot \(Pinecone \+ Gemini\) solo, achieving sub\-200ms p99 latency and 100% response accuracy across 70\+ test queries, live with zero downtime for 1\+ month • Built an agentic voice assistant \(ElevenLabs\) with real\-time STT/TTS and human in the loop escalation logic • Shipped two additional AI\-powered products \(productivity tracker, wedding\-planning platform\) end to end, from user research through deployment • Used this period to deepen hands\-on RAG/agentic architecture skills ahead of targeting AI PM roles specifically

MarketPlace Development Associate at SHEDyt, May 2024 \- Jul 2024 · 3 mos, Liverpool, England, United Kingdom, • Prioritized product development against user data and marketplace trends, translating customer pain points into actionable business requirements • Led a 4 week CMS feature rollout using Agile, cutting manual processes 40% and lifting user engagement • Tracked KPIs and drove data informed corrective actions, contributing to a 35% revenue increase in 7 weeks

Product Manager at Sood, Apr 2024 \- Jan 2026 · 1 yr 10 mos, Liverpool, England, United Kingdom, • Generated £10,000\+ in new client revenue within first 2 months, understanding prospect needs over chasing volume • Maintained 100% client retention across all managed accounts through consistent delivery and transparent communication • Translated client goals into precise briefs across design, dev, SEO, and content, bridging vision and execution • Defined and tracked KPIs \(traffic, leads, conversions, ad ROI\); introduced briefing/reporting frameworks that cut revision cycles

Information Technology Consultant, Product Owner at CLO Virtual Fashion Inc\., Feb 2022 \- Sep 2023 · 1 yr 8 mos, Bengaluru, Karnataka, India, • Owned 3 concurrent enterprise integration programmes \(WFX, Centric PLM, Modern Mirror\) end to end roadmap, user stories, QA specification, and delivery hitting 100% on time delivery and a 30% system performance improvement through structured root\-cause analysis • Selected for international deployment to Seoul, independently managing stakeholder onboarding and delivery from day one • Resolved a critical 5 year legacy system issue through reverse engineering, eliminating recurring crashes • Recognized as Key Contributor 3 consecutive times for rapid technology mastery and delivery impact

Transaction Processing Associate at Accenture, Jun 2021 \- Dec 2021 · 7 mos, Bengaluru, Karnataka, India, • Managed high\-volume transaction workflows on AWS with 100% process compliance across all audits • Built automated performance reporting infrastructure that gave stakeholders real\-time, data driven visibility

## Education

Entrepreneurship and innovation management, University of Liverpool

Bachelor of Engineering \- BE, Mechanical Engineering, HKBK Group of Institutions

## Public links

- github: https://github\.com/rishabhrishabhh
- rishabhrishabhh\.github\.io: https://rishabhrishabhh\.github\.io/rishabh\-portfolio/

[View the original profile](https://tal.club/meet/rishabh-kumar-12)

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