About Me

Founder, Senior ML Engineer, and AI Safety Researcher.

I’m Omid Sardari.

I live in Ottawa, Canada, where I work as a Senior Machine Learning Engineer and run Memory Bridge.

Two Rhythms

My life splits into two modes. There’s the digital one: building AI systems, architecting memory layers, staring at loss curves. I spend my days solving a specific problem—how to give AI agents persistent memory without surrendering user privacy. It’s technical work, and I love it.

Then there’s the physical one. Winter means skiing and skating. Summer means trails and water. I’m not an extreme athlete; I just need regular contact with things that are real. In an era where content is infinite and increasingly synthetic, the physical world is the only thing that cannot be hallucinated.

I find that the best engineering thinking happens somewhere between these two modes—usually when I’m too tired to overthink.

What I’m Building

Memory Bridge fixes the amnesia problem in AI. Right now, every conversation with an LLM starts from zero. I’m building the infrastructure to change that—privacy-first, provider-agnostic, economically viable at scale.

What I’m Writing

I’m working on a series called The Uniqueness Economy—exploring what happens to human value when the thing that made you special becomes a commodity. This blog is where I think out loud about the intersection of AI, work, and what it means to stay human in an algorithmic world.

Say Hi