Product operator for AI systems that need to work in the real world.
I build GenAI analytics platforms, evaluation workflows, and growth systems for teams moving from fuzzy product bets to measurable shipped outcomes.
Owns ambiguous enterprise AI requirements from discovery to production release.
Designs LLM evaluation systems for accuracy, consistency, and hallucination checks.
Ships 0-to-1 products with product strategy, analytics, and hands-on execution.
Now
Product & AI Associate, ZS
Range
PRDs, LLM evals, growth dashboards
Mode
0-to-1 builder and operator
About
At ZS, I own implementation paths for GenAI analytics platforms used by teams serving Pfizer, AbbVie, and Takeda. The work is part product strategy, part evaluation design, and part translation layer between business ambiguity and engineering execution.
My range extends from enterprise AI to consumer launches. I have built dashboards, defined event systems, authored PRDs, shipped an Android product under Namo Labs, and learned how to keep teams focused on outcomes when the inputs are fuzzy.
2+
years across product, analytics, and AI
50+
growth metrics defined for leadership
500+
Amplitude events expanded for tracking
100K+
event views led through campus programs
LLM evaluation, hallucination checks, consistency scoring, and enterprise analytics workflows.
Discovery, PRDs, user flows, success metrics, and stakeholder-ready product narratives.
Amplitude, Firebase, funnels, executive dashboards, event taxonomies, and decision loops.
Fast prototypes, MVP launches, release ownership, adoption tracking, and iteration cadence.
Featured Case File
Focus Launcher is the proof that my product work does not stop at strategy decks. I founded, built, launched, and measured the product myself.
Namo Labs / Android productivity
A minimalist Android launcher designed to reduce screen distraction and make intentional phone use easier. The product reached early traction within the first week, validating both the user pain and the distribution loop.
3,000+
first-week users
1,000
daily active users
40%
returning users
Live
Google Play release
Founded Namo Labs and defined the product thesis around deep-work oriented phone usage.
Built the Android launcher with Kotlin and Jetpack Compose, then managed the Play Store release.
Tracked adoption after launch and converted early usage data into product iteration signals.
Experience
The pattern: clarify the problem, instrument the work, ship the system, and make the outcome visible.
May 2025 - Present
ZS
Owned implementation of multi-million dollar GenAI analytics platforms for pharma enterprise teams.
Designed LLM evaluation frameworks for consistency, hallucination checks, and reference validation.
Translated ambiguous client needs into product specs, user flows, and technical requirements.
Authored PRD for image extraction with success metrics and stakeholder-ready flows.
Jul 2024 - Mar 2025
GetSetYo
Built growth analytics foundations for a scaling travel product and leadership decision-making.
Defined 50+ key product metrics and built an executive dashboard for leadership.
Expanded tracking to 500+ Amplitude events across product surfaces.
Led advisor program motion that acquired 1000+ customers.
Jun 2023 - Aug 2023
22Yards
Turned product usage analysis into revenue and user-growth opportunities for a sports platform.
Delivered Google Analytics reports directly to the COO.
Implemented funnels and analytics dashboards in Amplitude.
Supported 10% revenue lift and 15% user growth using Firebase dynamic links.
Apr 2022 - Jul 2022
IIM Ahmedabad
Researched HR industry challenges and organizational mental health practices during COVID-19.
Engaged 30+ HR executives from multinational corporations.
Synthesized primary and secondary research into a detailed academic report.
Supported research under Professor Neha Tripathi.
Projects
D2C commerce launch
June 2025
Led a 0-to-1 commerce platform launch across product vision, user journeys, consultation workflows, MVP build, and deployment.
Healthcare product prototype
Mar 2025
Delivered a functional Webflow prototype that clarified positioning, user journeys, and founder-level product expectations.
Enterprise AI systems
2025 - Present
Owned delivery paths for GenAI analytics platforms, with emphasis on LLM quality, stakeholder confidence, and production-grade workflows.
Product analytics system
2024 - 2025
Built metric definitions, executive dashboards, and event instrumentation to make product growth easier to monitor and act on.
Recognition & leadership
Silver 72 Scholarship Program
J Ramakrishnan Memorial Scholarship Program
Led a 30-member Festember team and executed 13 guest lectures with 10,000+ views.
Education
2020-2024
National Institute of Technology Trichy
7.87 CGPA
2019
International Public School Biaora MP, CBSE
86.80%
2017
International Public School Biaora MP, CBSE
9.8 CGPA
Contact
I'm open to product, AI, analytics, and founder/operator conversations where ambiguity needs structure and speed.