PREM SAMEER PRODUCT MANAGER · BANGALORE

Wicked problems and creativity.

I build AI-powered products and growth systems that move the needle for users.
10+ years across B2B SaaS, EdTech, MarTech, FinTech, and SalesTech.

Read the field notes

Currently building AI & Growth at AECC GlobalOpen to Senior / Lead PM roles

01 / SELECTED EXPLORATIONS

Thinking made tangible.

Product problems, considered deeply.
Ideas, taken all the way to an experience.

CONSUMER HEALTH01 / 07

Keep showing up.

Retention / Personalisation

Making the next session a natural choice.

A retention experience built around visible progress, personalised recommendations, and continuity with teachers.

COMMUNITY & SPORT02 / 07

Find. Play. Repeat.

Growth loops / Marketplace

From finding a game to finding your people.

Connecting discovery, participation, community, venue supply, and rewards into a sustainable growth loop.

OPERATIONS INTELLIGENCE03 / 07

Clarity at every level.

Operations / B2B platforms

One clear picture of a complex business.

An operations intelligence layer for founders, finance, marketing, coaches, and trainers to make better decisions.

AI-NATIVE WORKFLOWS04 / 07

Research. Act. Learn.

Autonomous SEO Operator

Agentic AI / Growth automation

A growth system that learns as it works.

An agentic system to research opportunities, plan content, execute workflows, and improve through feedback.

EMERGENT SIMULATION05 / 07

A city on the edge.

Systems thinking / Civic technology

Every decision changes the city.

A browser strategy game set in a collapsing futuristic Bangalore. Balance essential resources, public trust, and competing factions.

GTM INTELLIGENCE06 / 07

Listen. Learn. Act.

Voiceera GTM Radar

GTM intelligence / Voice AI

Hear the market before it moves.

A GTM intelligence prototype that turns customer and market signals into clear decisions for growth teams.

RAPID PRODUCT BUILDING07 / 07

Think it. Ship it.

Prototyping / Product execution

An idea is only the starting point.

Taking a concept to a working web experience in a time-bound buildathon, using AI-assisted building and rapid iteration.

02 / WORK IN PRACTICE

Inside the work.

Discovery, trade-offs, delivery, and lessons.
The full stories behind real initiatives.

Smart Course Recommender

Shortlisting: ~25 min → ~7 min

AI Document Intelligence

~65% less manual review time; adoption remains a challenge

AI Meeting Insights Generator

From conversations to actionable insights

AI workflows 04

Sekel Tech Platform

MarTech platform

Conversion Funnel Optimisation

Meeting-to-applicant conversion: 15% → 18% YoY

Counsellor Tool Adoption

Adoption as a product problem

GTM & change 07

B2B Agency Portal Revamp

Improving the agency experience

How I Think & Work

The thinking behind the decisions

03 / THE PERSON BEHIND THE PRODUCT

Curious by nature.
Intentional by practice.

Prem Sameer

I sit at the intersection of AI product development, growth systems, and user-centric design.

I care deeply about the why behind decisions. My north star is to ship things that measurably move the needle for users and the business, in that order.

Discover ruthlessly.

Start with interviews, surveys, and co-design. Understand the problem before writing the spec.

Build carefully.

Answer why now, why this, and why this shape. Make small bets, learn fast, and keep iterating.

Measure honestly.

Treat adoption as a product problem. Be as clear about what didn’t work as what did.