Entrepreneur and technologist building at the intersection of AI, cloud architecture, and business strategy. I help organizations modernize — not incrementally, but transformationally.
I don't believe in technology for technology's sake. The best solutions emerge when you deeply understand the human problem, then work backward to the architecture. AI isn't a magic wand — it's a lens that reveals what's possible when you pair it with domain expertise.
Understand the real problem — not the symptoms, not the buzzwords. Map the landscape before drawing the blueprint.
Moving to the cloud isn't modernization. Rethinking how your business operates with new capabilities — that's modernization.
Perfectionism kills momentum. Build the smallest thing that proves the thesis, then iterate with real data.
The story of human progress is the story of making life easier. From electricity to computers to artificial intelligence, every leap forward has been about one thing: convenience. Here is how Applied AI is changing every profession, every industry, and every life. And what happens if you choose to ignore it.
Airlines, airports, and transit operators collect every data point imaginable about travelers — yet the experience remains stubbornly generic. Here's what a truly personalized travel ecosystem would look like.
A free, browser-based classroom participation tool that uses a weighted fairness algorithm to ensure every student gets equal speaking time — built at Rotman School of Management.
