Blog

Thoughts on engineering leadership, AI systems, and building great teams.

1 June 20266 min read

Designing an AI-Powered Retail Intelligence Platform on AWS Serverless

Architecture decisions behind building a serverless retail intelligence platform — Amazon Bedrock for insights, SageMaker for demand forecasting, and WhatsApp as the primary channel for India's retail ecosystem.

ArchitectureAWSGenerative AIRetail TechServerless

25 May 20267 min read

Hybrid Intelligence for Trade Exception Handling

A strategic architecture for deploying rule engines, ML classifiers, fuzzy matching, and knowledge graphs as coordinated agents in financial trade processing.

ArchitectureMulti-Agent SystemsFinTechLangGraphEngineering Strategy