Parth Khungar
Open to senior & lead AI PM roles

Hi, I'm Parth —

AI product manager.
State roller-hockey captain.
Coach & teacher.

Ask me anything…
4
channels owned
~₹25Cr
/mo GMV
6
person org led

A product manager who actually understands how AI works.

Five years shipping AI products, and a lifetime leading — a product org, a state hockey team, a classroom of kids who'd never had one. I find where AI creates real value, then build the thing that gets there.

LLMs · RAG · AI Agents · LangGraph · Roadmapping · GTM · Model Eval
Journey

Five roles. One through-line: put AI to work.

AI Product & Experience Lead · uEngage

May 2026 — now

I walked into four channels — App, Web, Kiosk, WhatsApp — running without a shared product model and 4-day design turnarounds. I rebuilt how we ship, took the Kiosk revamp end to end myself, and now the platform runs at ~₹25Cr/mo GMV with a 6-person org behind it.

What it taught me ›

That clarity ships faster than headcount. The 4× faster design turnaround didn't come from more designers — it came from deciding, in writing, how we make decisions.

Associate Product Manager · PharmaSecure

Sep 2024 — Apr 2026

I founded PS AnalytIQ — an anomaly-detection engine with natural-language querying that cut counterfeit detection cycles by 90%. My first time owning an AI product from idea to enterprise deployment.

What it taught me ›

The model was the easy half. Getting pharma enterprises to trust and act on its output — that's where the product work actually was, and what I underestimated most.

Product Associate · CSIO, Govt. of India

Aug 2022 — Aug 2024

Led design & deployment of e-Sense — NILM energy models adapted for Indian grid conditions with German research partners, reaching 99% classification accuracy.

Quality Analyst · Smart Energy Water

2021 — 2022

Learned what "quality" means when your software bills a city's utilities.

ML Research Intern · DRDO

2020 — 2021

First exposure to ML that had to work in the field, not a notebook — the start of everything above.

Selected work

Three problems, owned end to end.

Case 01 · uEngage

Rebuilt a 4-channel ordering platform — and shipped the Kiosk revamp solo.

My role: audit → gap analysis → redesign → prototype → ship

Redesigned the broken journeys, built the prototype, and rebuilt how the whole team ships.

~₹25Cr
/mo GMV
30+
outlets live
4×
faster design
Case 02 · PharmaSecure

PS AnalytIQ

Founded & owned end to end

An AI anomaly-detection engine that cut counterfeit detection cycles by 90%.

90%
faster detection
Case 03 · CSIO, Govt. of India

e-Sense · NILM energy AI

Led design & deployment

Hybrid load-monitoring models adapted for Indian conditions with German research partners.

99%
classification accuracy
By the numbers
~₹25Cr
/mo GMV owned
90%
faster detection
99%
model accuracy
6+
years leading teams

AI is only worth it where it creates real value — my job is knowing exactly where.

Operationalize, don't decorate.

AI that ships inside a workflow beats a demo that impresses in a deck.

Automate execution, invest judgment.

Machines take the manual work; people move up to the calls only they can make.

Understand the model to place the bet.

Knowing how AI works tells you where it'll pay off — and where it won't.

Writing

I write about AI, product & building teams.

Mostly on LinkedIn — for now.

LinkedIn · Jun 2026 · 5 min

Where AI actually belongs in your product — and where it doesn't

A practical filter for which problems deserve a model, and which are expensive novelty.

LinkedIn · Feb 2026 · 6 min

What captaining a state team taught me about product leadership

Roster calls, pressure, and why the best product decisions feel like on-field ones.

Peer-reviewed
Combining clustering & ensemble learning for groundwater quality monitoring
ESPR · Springer · 2025
Read paper ›
Joy

The parts a resume leaves out.

roller hockey

Captained my state team

Silver at the Nationals as captain, 20+ medals along the way. Leadership under pressure, learned young.

teaching

Coach & teacher

Scaled a weekend program that got 60+ underprivileged kids into school.

studying

Perpetual student

A distinction in Advanced Statistics on top of a CS degree.

Let's build something.

Open to senior & lead AI PM roles.

Or just — it knows where my calendar is.

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Chats with my AI are logged so I can improve it — please don't share personal details.

Hi — I'm Parth's AI.
Ask me anything, or I'll show you around.