Healthcare startup? AI rich?
Healthcare AI startups hire ML specialists who spend the first months learning the clinical context. That’s onboarding time and salary burned before a single useful decision gets made.
I come with both sides already in place: 18+ years of computer vision and edge deployment in compute-constrained environments, plus a medical background. I speak the language from day one.
What you get: ML decisions with the best chance of surviving clinical and regulatory scrutiny, without the ramp-up cost of a full-time hire.
News
Winners of VR Health Champions 2026 Call
From 74 competitive applications submitted across Europe, 14 SMEs were selected — one per challenge — as winners of the VR Health Champions Open Call 2026, highlighting the diversity, quality, and growing maturity of Europe’s XR health ecosystem.
Your problem seems unsolvable and requires a deep dive and hard focus?
You need a partner that is resilient and not afraid to fail. Experimenting is key in machine learning and the tougher the problem, the more failed experiments will be needed. We can explore solutions, one at a time, for as long as is needed, at each step providing a thoroughly documented list of failed solutions, their shortcomings and promising future directions. The priority will always be to improve, at each step.
You will want somebody with strong communication skills that can extract and communicate the essence of a problem. One key ingredient that we used when working with experts from healthcare, space, agriculture or heavy industry was our founder’s ability to learn their “language”. In this way we are able to understand their pain points and explain back potential solutions.
Navigating the scientific literature requires a skeptic mind that can “read between the lines”. During our founder’s academic years he read, written and scientifically reviewed many papers. Inside the company we still perform occasional scientific reviews so we are up to date with cutting edge research, sometimes even before it reaches the public audience.
The founder, Cristian Vicas has PhD in Computer Science, 8 years in academic research and the last 10 years he built software products. He drives for results, making sure he is solving real problems, not symptoms.