Ashutosh Nagaria

AI Product Manager · Agentic AI, Knowledge Graphs, Enterprise SaaS

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Summary

Product Manager with an engineering background and two years of hands-on AI product work. Took Employee Works from concept to general availability in six months, scaling it to ten enterprise pilots and over a million end users. Built a People Finder AI agent on a knowledge graph rather than vector RAG, evaluated against a hundred-case test set at over ninety percent accuracy. Comfortable owning a product end to end, from problem definition and architecture choices through to evaluation design and enterprise rollout.

Experience

Apr 2024 – 2026

Product Manager, Unified Employee Experiences

ServiceNow · Hyderabad

  • Owned Employee Works from concept to general availability in six months, scaling to ten enterprise pilots and more than a million end users.
  • Defined and drove the People Finder AI Agent, selecting a knowledge graph over vector RAG and building a hundred-case evaluation set that reached over ninety percent answer accuracy.
  • Owned the notification platform behind more than 250 million monthly sends, including the defaults that govern most of the volume.
  • Owned Feedback, reaching roughly sixty percent employee adoption in a voluntary product.
  • Rebuilt the My Requests experience and its underlying architecture, reducing close to a hundred recurring case tasks a year down to about ten.

Apr 2023 – May 2023

Product Management Intern

ServiceNow · Hyderabad

  • Supported product research and early definition on the employee experience team.

Nov 2020 – May 2022

Agile QA Engineer

TCS Digitate · Pune, remote

  • Quality engineering on enterprise automation products, covering test strategy and release validation.

Selected projects

Personal

DS Chat

A multi-provider AI assistant built end to end in Flask and Python: routing across DeepSeek, OpenAI and Claude, document generation, web search, voice input, per-message cost accounting, Supabase auth and a signed Android build.

Personal

Enterprise Policy Connector

Governed retrieval over enterprise policy documents, exploring how to make answers traceable when the source material is authoritative.

Personal

Cross-Jurisdiction Compliance Agent

Benchmarked three agent architectures on the same compliance task to compare how each degrades when rules conflict across jurisdictions.

Education

Jul 2022 – Mar 2024

MBA, Marketing and Information Technology

IMT Ghaziabad

Jul 2016 – May 2020

B.Tech, Electronics and Communication Engineering

Medicaps University · Computer Technology specialisation

Skills

Agentic AI Knowledge graphs RAG Evaluation design LLM product design Enterprise SaaS 0 to GA Product discovery Roadmapping PRDs Customer pilots Stakeholder management Python SQL Flask Supabase API design Test strategy

Currently available

Immediately available for Product Manager roles in India

If you would like a version of this tailored to a specific role, email me and I will send one.