Most people accept things the way they are.
I, (un)fortunately, do not.
Hi, I’m Kristina.
For a decade I built emerging technologies. One question underlined it all:
What keeps people - and the systems they rely on -
working under a life-sustaining load?
Now, I’m taking that question somewhere it matters more: to the human parts we can’t afford to lose.
My Approach
The goal?
Evolutionary engineering
Not just surviving stress, but staying conscious enough to keep moving through it: adapting, changing, integrating. A system that fragments under pressure can’t last. So coherence was never the finish line. It’s the precondition to avoid collapsing into noise.
Why?
Nothing holds on its own
A body, a business, an ecosystem - none of them stand alone. They’re a web of relationships where rupture and repair ripple effect everything it’s connected to. Things never able to remain completely the same.
How?
Reality as the only answer
Everyone orients to different values. So the work it to keep making an idea real somewhere life can answer back. The form changes; the question does not. That’s why one test works at every scale: does it hold where it actually has to survive?
I question, explore, and model things until they stop being impressive in theory and start making sense in the natural world.
Then I share what works.
Explore more
Project Portfolio
The receipts.
Technical case studies and applications built for use — the problem, the architecture, the outcome. Minimal fluff.
Where I think out loud about innovation, the creator economy, and human leverage in a post-corporate world.
Not trend reports. Just opinions about what works, what breaks, and how to evolve without devolving.
The thing I built when I got tired of watching capable people drown in AI hype cycles.
Built for solopreneurs who want to escape hustle culture and turn their chaos into cash flow.
About me
Ex–Silicon Valley technologist. Current researcher & consultant. Artist after hours.
Drones, energy systems, AI models, and people all have one thing in common: they look fine until they’re under pressure. Then you find out what’s real.
I started in the field, where mistakes have real consequences. My job for a decade was to find the weak points of a system before there was a price to pay. I ran the ground-truth tests that helped prove drones could do dirty, dull, and dangerous work. I petitioned the FAA to use autonomous systems in production environments back when filmmakers were the only people allowed to. I helped companies use their data and defined markets where a bad application wasn’t just a bad demo — it was a danger to someone’s life. Different jobs, same assignment: take something new and unproven, and make sure it holds where it has to live.
That question started before any of the job titles. My first real work was research. A published military-funded study on what decides whether a mission succeeds or fails: the objective, or the people behind it? The human factor.
So I followed the question into stranger rooms. Art. Activism. Facilitation. Circling the same question from another angle: what actually makes a person feel whole. Not the endless reaching for more, but what a steady, healthy dynamic actually requires. I spent years working alongside domestic-violence survivors on regulating the nervous system and the slow work of rebuilding the self from the inside. Strip away the setting and it's the same study closer to the core: what lets a person keep their shape when the system around them is meant to break?
The things that have to hold are getting bigger and more human - water, land, climate, security, food, and the people carrying all of it.
So that is where my focus goes now. Same question, sharper instruments, aimed where it matters most.