Entrepreneur and product builder at the frontier of AI, security, and innovation. I ship tools that think — from agentic security workflows to AI-powered memory platforms.
I'm Vinay — an entrepreneur and AI builder obsessed with the intersection of artificial intelligence, security, and human cognition. I build products that don't just ship features, but genuinely change how people work, think, and stay informed.
My work spans three verticals: agentic AI systems for security analysis — published on the Microsoft Security Blog — market intelligence tools that surface signal from noise at randomnoise.space, and AI-powered knowledge capture at snapmemory.space. Each one started as a question I couldn't stop asking.
"The way software systems communicate mirrors the communication patterns of the people who build them."
I build fast. My methodology is AI-assisted, 48-hour MVP cycles — from concept to deployed product. But speed never sacrifices depth. Every tool I ship is backed by genuine curiosity, solid architecture, and real user problems.
Outside of building, I write, mentor, and stay deeply curious. The best products come from founders who can't stop thinking about the problems they're solving — and I haven't stopped yet.
AI-powered memory capture at snapmemory.space and market intelligence signal tracking at randomnoise.space. Exploring next-generation agentic architectures.
Authored a practitioner's framework for transforming ad-hoc security analysis into repeatable, auditable, agentic workflows. Shipped multiple AI products using 48-hour MVP methodology.
Developed a rapid product development methodology powered by LLMs. Deep dive into knowledge graphs, agentic system design, and real-time AI pipelines.
An AI-powered memory platform that captures, connects, and surfaces your knowledge exactly when you need it. Built for the information-overloaded professional — making recall instant, effortless, and intelligent.
AI agent-powered market intelligence platform tracking discussion signals, sentiment shifts, and emerging narratives across equity markets. Cut through the noise — find the signal.
A practitioner's framework for transforming ad-hoc security analysis into repeatable, auditable, AI-driven workflows. Published on the Microsoft Security Blog as a reference architecture.
Whether you're exploring AI collaboration, have an idea worth building together, or just want to talk agents and innovation — I'd love to connect.