Product Prototype: Evidence-Based RAG for GRC Tool
RAGGRCComplianceAI
A controlled Retrieval-Augmented Generation prototype for enterprise GRC that answers only from approved policy evidence.
Read
Logbook.
A living archive of how I think and build: product strategy, AI systems, experiments, frameworks, and working notes from real projects.
Recipe Rescuer
Next.jsSupabaseGeminiVibe Coding
A vibe-coded AI cooking assistant that turns the ingredients you already have into a realistic recipe.
Explore app
AI Dynamic Pricing
AIPricingRetail Analytics
AI-driven dynamic pricing platform with explainable ML, ethical guardrails, and production dashboarding for Indian coffee retail.
Read
How I think about moving from on-prem infrastructure to a GCP platform
CloudPlatform EngineeringGCPArchitectureFinOps
A product and platform perspective on evolving from fragmented on-prem systems to a structured GCP architecture with cost attribution and chargeback.
Read
The Space Between Product and AI
Artificial IntelligenceDeep-Dive Analysis
In a world obsessed with speed and certainty, alignment between product and AI is rarely clean. It grows through tension, patience, and shared vulnerability. This piece reflects on what it takes to turn friction into flow, and why the most meaningful progress often begins in discomfort.
Read
Why I Treat Chunking as a Product Decision
RAGLLMsRetrievalSystems
I break down fixed-size, semantic, recursive, structure-based, and LLM chunking through a product lens and share how we should choose in production.
Read
How to build a KYC Solution using AI
KYCComplianceAI Agents
Dual-agent KYC architecture combining pre-submission validation and AI-assisted compliance review.
Read