Product Prototype: Evidence-Based RAG for GRC ToolSystems
A controlled Retrieval-Augmented Generation prototype for enterprise GRC that answers only from approved policy evidence.
Bengaluru, India
Hey, Stranger! 👋
Welcome to my little corner of the web.
I spend most of my time thinking about products, AI systems, and how software actually works behind the scenes.
This site is basically my logbook; a place where I document ideas, experiments, frameworks, and whatever interesting problem I'm currently obsessed with.
Stick around if you like product thinking, system design, and the occasional weird experiment.
Writings
Browse all writingsHow I think about moving from on-prem infrastructure to a GCP platformSystems
A product and platform perspective on evolving from fragmented on-prem systems to a structured GCP architecture with cost attribution and chargeback.
The Space Between Product and AIThoughts
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.
Why I Treat Chunking as a Product DecisionSystems
I break down fixed-size, semantic, recursive, structure-based, and LLM chunking through a product lens and share how we should choose in production.
The hidden cost of AI infrastructureSystems
Why AI infrastructure is quietly reshaping housing markets, electricity prices, and consumer costs.
AI MVP vs Traditional MVP: My Production Playbook for B2B SaaSThoughts
A systems-first guide for designing, shipping, and governing AI MVPs with clear tradeoffs across UX, cost, reliability, and business outcomes.
Listenings
Current Spotify listening snapshots.
This month
Top artists
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by Harsh Chauhan
And how often have I loved a thing because you loved it? including me.