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.
What truly drives me is the potential of AI to transform how the next generation learns. The education system was built for a world that no longer exists. With AI, every child — regardless of background or learning style — can have a personalized tutor that adapts to them in real time. SnapMemory is my contribution to this mission: making quality learning accessible to every kid on Earth.
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.
Building SnapMemory to help kids learn any concept through AI-generated flashcards, and randomnoise.space for market intelligence. On a deeper mission: reimagining how children learn in the age of AI.
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 learning platform that helps kids master any concept through personalized flashcard systems. Give it a topic and it builds perfectly structured, adaptive cards — making every child's study session feel like a superpower.
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.