Transforming Ideas Into Global Impact

I'm a technology leader with deep expertise in AI/ML, product management, and engineering. My journey spans from founding and successfully exiting a startup to scaling products that generate billions in revenue at Amazon and Walmart. I specialize in building high-performing teams and translating complex customer needs into cutting-edge solutions.

Core Expertise

AI/ML & GenAI Products

LLM fine-tuning, RAG systems, conversational AI

Product Strategy & Leadership

Zero-to-one innovation, team scaling, P&L ownership

Platform Architecture

Knowledge graphs, personalization systems, global platforms

Executive Leadership

100+ team management, cross-functional collaboration, strategic partnerships

Education

MBA
UC Berkeley Haas
B.Tech Computer Science
REC Calicut

Beyond Work

Ironman Athlete Mountaineer Community Volunteer Asha for Education

Leading Innovation at Scale

A journey through transformative roles at industry-leading companies, driving billions in revenue and scaling world-class teams

AMZN

Amazon

2017 - Present
Head of Product, Science & Engineering - Rufus

Led Amazon's flagship GenAI product, revolutionizing customer shopping experience through AI-powered assistance and recommendations.

Built Product Graph organization from ground up, generating $10B+ in annual revenue through innovative data science and machine learning solutions.

$10B+ Revenue Generated
100+ Team Members
5→100 Team Scale
GenAI ML/AI Product Graph Data Science
WMT

Walmart Labs

2013 - 2017
Head of Product - Personalization, Search & Home Page

Founded and launched Online Grocery platform, scaling to $2B+ annual run rate and establishing Walmart as a major e-commerce player.

Drove 40% quarter-over-quarter revenue growth through advanced personalization algorithms and search optimization.

$2B+ Run Rate
40% QoQ Growth
#1 App Store Rank
E-commerce Personalization Search Mobile
CVT

Covantis Technologies

2011 - 2013
Founder & Product Lead

Founded and led innovative EdTech startup focused on personalized learning solutions for K-12 education market.

Successfully executed strategic exit to Education.com, delivering significant returns to investors and team.

Exit to Education.com
K-12 Market Focus
EdTech Startup Product Strategy Exit
RMG

RMG Networks

2009 - 2011
Senior Director Product

Led strategic partnership with DIRECTV, expanding digital signage solutions to enterprise and retail markets.

Guided company through IPO preparation process, establishing scalable product architecture and go-to-market strategy.

DIRECTV Partnership
IPO Path Led
Digital Signage Enterprise Partnerships IPO

Projects That Redefined Industries

Transformative AI/ML solutions that drove billions in revenue and reshaped user experiences across global platforms

🛒

Amazon Rufus - GenAI Shopping Assistant

Revolutionary LLM-powered conversational commerce platform deployed globally, featuring cutting-edge RAG architecture for personalized shopping experiences.

0 Million Users
0 Countries
👥 15-person cross-functional team
Tech Stack
  • LLM
  • RAG
  • Python
  • AWS
  • TensorFlow
Key Innovations
  • Real-time conversational commerce at scale
  • Advanced RAG for product recommendations
  • Multi-language support across 40 countries
🕸️

Product Graph Platform

Global knowledge graph infrastructure powering 30+ AI applications, driving $10B+ in revenue through foundational ML capabilities.

0 Billion Revenue
0 AI Applications
👥 25-person engineering team
Tech Stack
  • Neo4j
  • Spark
  • Kubernetes
  • GraphQL
  • ML Ops
Business Impact
  • Foundation for 30+ ML applications
  • Real-time graph queries at petabyte scale
  • Core infrastructure for product discovery
🛍️

Walmart Online Grocery

Zero-to-one product development creating $2B+ annual run rate through end-to-end mobile-first shopping experience innovation.

0 Billion ARR
0 Million Users
👥 40-person product team
Tech Stack
  • React Native
  • Node.js
  • Azure
  • Redis
  • Analytics
Market Impact
  • Pioneered mobile-first grocery experience
  • Scaled to 50M+ active users
  • Industry-leading conversion rates
📚

Educational App Marketplace

Two-sided platform connecting parents and developers, achieving successful startup exit through innovative parent-developer connection ecosystem.

0 K+ Parents
0 Developers
👥 8-person startup team
Tech Stack
  • React
  • Django
  • PostgreSQL
  • Stripe
  • Analytics
Startup Success
  • Successful acquisition exit
  • Two-sided marketplace model
  • 100K+ parent community built
Explore More Projects →

Get In Touch

Ready to take your business to the next level? We'd love to hear from you. Reach out today and let's discuss how we can help you achieve your goals.

📧
hello@company.com
📞
+1 (555) 123-4567
📍
123 Business Ave, Suite 100
⏰
Mon - Fri, 9AM - 6PM EST