I help health tech companies build products that actually work for clinicians. 30+ years of hands-on medical practice turned into domain expertise for teams shipping healthcare software in the US, EU, and Hong Kong.
Navigating regulatory landscapes and clinical workflows across the world's most demanding healthcare markets.
Domain consulting for health tech products targeting the US market — EHR integrations, HIPAA-compliant platforms, and clinical workflow optimization.
Clinical domain expertise for CE-marked medical devices and health platforms complying with MDR, GDPR, and EU Digital Health regulations.
Health IT consulting for dental and medical technology ventures in the Hong Kong market, including MDCO registration and clinical validation.
Real-world impact at the intersection of clinical expertise and health tech engineering.
A US-based startup was building an AI-assisted diagnostic tool for dental radiograph analysis. Their engineering team had deep ML expertise but lacked clinical dental knowledge — the model was technically impressive but produced outputs that didn't match how dentists actually read X-rays and make treatment decisions.
The product pivoted from a generic "AI detection" tool to a clinician-first diagnostic assistant that maps directly to dental decision-making workflows. Clinical validation metrics improved significantly through properly structured clinical evidence and real-world testing protocols.
Complex consulting at the intersection of clinical practice and health tech product development.
Translating real-world clinical workflows into product requirements. I work embedded with engineering teams to ensure your health tech product reflects how medicine actually works — not how it looks on paper.
Expert guidance on digital dentistry platforms, CAD/CAM integration, and dental practice management software. 26+ years of dental tech experience applied to product strategy.
End-to-end advisory for deploying healthcare software in clinical settings. From change management to clinician onboarding, I ensure your product gets adopted — not just installed.
I embed directly with your product and engineering team — not from a slide deck, but from the codebase and the clinic.
Deep-dive into your product, clinical context, and target market. I map out gaps between what your software does and what clinicians actually need.
Deliver actionable domain insights: workflow models, clinical validation plans, regulatory considerations, and UX recommendations grounded in practice.
Work alongside your team through implementation. Review specs, validate features, train staff, and ensure the product works in the real clinical environment.
For projects that go beyond clinical domain consulting, I collaborate with a vetted network of senior IT specialists from Ukraine and across the globe.
Computer vision for medical imaging, NLP for clinical text extraction, predictive diagnostics models, and LLM integration for health tech products.
Full-stack development of HIPAA-compliant platforms, EHR/EMR integrations via HL7/FHIR, and scalable cloud infrastructure for medical data pipelines.
Clinician-centered interface design, usability testing with medical professionals, and product strategy for regulated health tech environments.
When your project requires cross-disciplinary expertise — from AI model development to secure infrastructure — I assemble and coordinate the right team, so you get one point of contact with access to deep technical talent.
Three decades at the intersection of healthcare and technology.
Domain consulting for health tech product teams. Bridging clinical expertise with software development across US, EU, and Asian markets.
Advisory on dental tech integration, digital workflow design, and CAD/CAM solutions for dental software companies.
Developing clinical training programs and educational content for healthcare technology adoption.
26+ years of hands-on dental practice. 2,000+ patients treated. Deep expertise in clinical workflows and patient care.
Building a health tech product and need clinical domain expertise? Let's explore how I can help your team.
I work with health tech startups, digital health companies, and medical device teams who need a practitioner's perspective baked into their product — not bolted on after launch.
PE Zorian Halan
Reg. No: 2405907196
79004, Lvivska Oblast, Lviv, Povstanska 3A, apt. 15