About
Engineer first, founder second, permanently curious.
I've spent my career building software that has to be right under pressure — data platforms, machine learning systems, and the unglamorous infrastructure underneath them. That work taught me how much of the future is already visible in the data, if you know where to look.
NVILE is the company I started to make that visibility available to everyone else. We build AI that reads the open world continuously and flags the emerging shifts that will matter to an organization long before they reach the headlines.
Outside of the company, I write about foresight, agentic systems, and what it takes to keep a small team moving fast for years rather than months.
For credentials, verified profiles, and everything I've published, see my author profile.
Journey
How I got here.
2026
Building NVILE
Pivoted NVILE into an AI-powered trends intelligence platform focused on helping organizations identify emerging shifts in technology, markets, and consumer behavior before they become mainstream.
2025
Pivoting to Trends Intelligence
Recognized that organizations need better ways to understand emerging change, leading to the transition from a social platform to building AI-powered trend intelligence.
2024
Founded NVILE
Started NVILE as a privacy-focused social platform, exploring how people communicate and share ideas online before refining the long-term vision.
2023
Founded Brainac
Started Brainac to make learning feel as engaging as modern social platforms, experimenting with AI-driven personalization, intelligent content feeds, and interactive experiences designed for students.
2022
Learning to Build
Began learning programming, product design, entrepreneurship, and artificial intelligence through self-directed projects and experimentation.
2020
First Startup Attempt
Tried building an ebook platform to make digital learning more accessible. Although it failed, it marked the beginning of my journey as a builder.
Principles
What I optimize for.
Signals over noise
Most information explains yesterday. I focus on the small signals that reveal where technology, markets, and people are heading next.
First principles
I try to understand why things work before deciding how to improve them. Strong foundations create better products than copying trends.
Ship, learn, repeat
Progress comes from releasing ideas, collecting feedback, and improving continuously—not waiting for perfection.