Ashutosh Nagaria
AI Product Manager · Agentic AI, Knowledge Graphs, Enterprise SaaS
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
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.