Keerttik
Kumar.
Building AI-powered products that help people make better decisions.
7+ years in the industry driving enterprise analytics platforms, AI copilots, and decision intelligence systems - from product strategy to stakeholder alignment to shipped outcomes.
My storyLet's Build
Something Great.
Great products don't just solve problems -
they change how people think
about the problem itself.
The Journey to AI Product Management.
My career started in 2018 in analytics and business intelligence, but I quickly realized that simply reporting on data wasn't enough. I naturally gravitated toward product management and strategy because I enjoyed understanding user problems, defining solutions, and driving adoption.
Today, with 7+ years in the industry, I sit at the intersection of users, business, and technology. Currently at Amadeus, I am focused on the Security Insight Decision System, an enterprise platform that helps stakeholders make better decisions through analytics, automation, and AI-powered insights.
Why AI?
AI fundamentally changes how products are built and how users interact with software. I focus on AI copilots, agent systems, and enterprise AI adoption to build proactive decision intelligence systems.
Long-Term Vision
To build AI-powered products that encode the decision-making logic of experts, allowing users of all levels to make high-quality choices consistently and seamlessly.
Products I've Built,
Problems I've Solved.
Real problems. Measurable impact. End-to-end product thinking from discovery to execution.
Swiggy Instamart Trust Hub
AI-POWERED CATEGORY EXPANSION STRATEGY • AUG 2026Designed an AI-powered trust verification system that prevents 47% of users from abandoning the platform to check Amazon reviews, unlocking ₹80–340 Crores in annual non-grocery GMV.
exodus
GMV unlocked
impact
- Addressed the "Verification Exodus" within the PDP
- Transformed unit economics from -₹6/order to +₹82/order
- Created a scalable, AI-powered review intelligence layer
Groww Pulse
PRODUCT ANALYTICS PLATFORMProduct teams spend hours manually reading app reviews. Built an automated intelligence platform that transforms thousands of user reviews into structured product insights.
effort saved
identified
making
- Transformed thousands of app reviews into structured insights
- Reduced manual review analysis effort for product teams
- Surfaced recurring customer pain points and feature opportunities
Investora
AI DECISION ASSISTANTRetail investors struggle to parse complex mutual fund data. Designed a RAG-powered assistant that lets users ask natural language questions and receive contextual investment insights.
interactions
responses
investing
- Simplified mutual fund analysis through natural language interactions
- Reduced complexity for retail investors exploring investment decisions
- Demonstrated practical application of RAG systems in finance
TasteFinder
AI RECOMMENDATION SYSTEMMost restaurant discovery platforms rely on structured filters. Built an AI-powered discovery platform combining structured data filtering with LLM reasoning.
reasoning
queries
recommendations
- Combined deterministic data filtering with probabilistic LLM reasoning
- Enabled nuanced natural language queries for restaurant discovery
- Provided transparent, AI-powered explanations for recommendations
Currently Building
Trippy
AI Travel Planner (Multi-Agent System) • 🚧 Actively BuildingPlanning trips manually takes hours of cross-referencing tabs. Trippy is a multi-agent AI system that converts natural language trip requests into personalized, budget-aware itineraries instantly - reducing cognitive load and saving hours of research.
🚧 Currently in active development with more agentic workflows on the way!
- Automated travel itinerary generation using multi-agent AI orchestration
- Enabled natural language parsing for personalized, budget-aware recommendations
- Significantly reduced user cognitive load in the trip planning phase
Product Teardowns Map.
Thinking in Public.
AI, Product & Strategy.
Better Products Rarely Win Markets. Better Habits Do.
Why Agent Protocols Will Matter More Than Models
Why 99% Accurate AI Agents Still Lose Users
Why Nykaa Built India’s Largest Beauty Decision Engine
The Product Most Travelers Use Every Day Without Knowing It Exists
WhatsApp Isn't a Messaging App. It's the World's Largest Trust Network
Selected Impact
- 7+ years in the industry building enterprise analytics and intelligence products
- Experience delivering AI-powered decision support capabilities
- Built products across analytics, AI, and enterprise systems
- Public portfolio of product strategy, AI PM, and product teardown content
- Experience working with global stakeholders and enterprise-scale platforms
- Certified SAFe® Product Manager / Product Owner (POPM)
Personal Brand Themes
Product Capabilities
AI Products
Product Management
Enterprise Systems
Technical Foundations
Beyond Products.
Building Communities.
Community Football Organizer
- Organized weekly football events across multiple teams and participants.
- Coordinated scheduling, logistics, and communication.
- Own a group of 120+ players.
Odisha Puja Committee (OPC), Bengaluru
- Coordinated cultural events involving 50+ volunteers.
- Managed event planning, execution, stakeholder alignment, and operational logistics.
- Over 20,000 visitors in events.