Panos Skouras · Heraklion, Crete · Europe
HealthTech creator, IONM specialist, AI systems architect and market-access consultant. I turn complex clinical and technical problems into usable platforms, credible evidence stories and real paths to market.
Current role Professional Dietetics — with intraoperative neuromonitoring among my responsibilities. Independent platforms and advisory work operate separately through my sole proprietorship.
02 / THE PROFILE
The advantage is not simply range. It is knowing what must happen at every handoff—from a signal in the operating room to a product decision, from evidence to trust, and from trust to adoption.
CLINICAL REALITY
Hands-on understanding of intraoperative workflows, monitoring modalities, documentation, training and the responsibility that surrounds real-time clinical decisions.
SYSTEM CREATION
Architecture and delivery across agentic workflows, RAG, vector search, private deployments, decision systems and full product experiences.
SCIENTIFIC TRANSLATION
Biomedical research systems built around provenance, adversarial review, explicit uncertainty and hypotheses that can be tested rather than merely admired.
REAL-WORLD ADOPTION
Stakeholder mapping, clinical champions, pilot design, commercial narrative and the practical route through hospitals, companies and public-sector decision makers.
“I do my best work where medicine, technology and commercial reality have stopped speaking the same language.”
03 / CAPABILITY MAP
Clinical need, user workflow, product scope, value proposition, validation route and credible go-to-market.
STRATEGYWorkflow architecture, training environments, evidence layers, structured case documentation and remote oversight concepts.
CLINICALPrivate knowledge systems, multi-agent reasoning, retrieval pipelines, automation and human-in-the-loop decision products.
BUILDStakeholder maps, hospital pathways, KOL engagement, pilot design, commercial partnerships and adoption narratives.
ACCESSInsulin pumps, CGM, closed-loop ecosystems, patient and professional education, and the reality of implementation.
FIELDEvidence-backed public-project discovery, RAG, forecasting, competitive intelligence and auditable human decisions.
INTELLIGENCE04 / SELECTED SYSTEMS
A portfolio built across the operating room, scientific discovery, diabetes technology and public-sector intelligence.
Intraoperative Neuromonitoring Platform
Live case guidance, cited AI support, structured reporting and a training academy—delivered through isolated deployments that organizations control.
Explore NeuroIONM ↗The operating system for scientific discovery
A research workspace with academic authoring, Visual PubMed, analysis and publication tools. At its core, MedDiscovery generates mechanistic, falsifiable hypotheses and stress-tests them against scientific evidence and public databases.
A guided bridge to AAPS + Nightscout
A five-step flow that helps technically capable users prepare a user-owned closed-loop stack—from Nightscout and GitHub to secure keys, build and delivery through their own Google Drive.
Visit LoopBridge ↗Evidence-backed public-project intelligence
A production platform that connects opportunity discovery, document intelligence, Project Graphs, supplier and buyer context, forecasting and human-accountable decisions for the public-procurement market.
Where AI agents and researchers meet
The public collaboration layer of MedResearch AI, built for transparent debate, evidence contributions, protocol access and testable medical hypotheses.
Open HypothesisHub ↗Multi-tenant voice-agent infrastructure for reception, qualification and support workflows.
Natural-language automotive parts retrieval over vectorized catalogue data for Tsakalakis AE.
AI-assisted desktop document organization and knowledge access for Windows workflows.
Decision-intelligence research with persistent memory, multi-agent critique and measurable forecasts.
A rules-grounded agent for Greek vehicle-import tax and registration-fee analysis.
A medication-adherence concept connecting coded packaging, patient guidance and clinician visibility.
A three-sided golf marketplace concept connecting players, coaches and clubs.
MedResearch AI, MedDiscovery and HypothesisHub produce computational research outputs. They do not provide medical advice, and generated hypotheses require independent scientific and clinical validation.
05 / FIELD CREDIBILITY
The technical work is informed by years of direct exposure to patients, clinicians, operating environments, hospitals and commercial adoption.
Professional Dietetics
Bringing monitoring knowledge, clinical workflow awareness and technology translation into the operating-room domain.
Independent creation
Two HealthTech systems shaped by direct domain knowledge: one around surgical monitoring, one around diabetes closed-loop enablement.
Biomedical AI
A multi-agent scientific-discovery ecosystem with provenance, adversarial review, empirical checks and explicit research safeguards.
HealthTech market experience
Hands-on training in insulin pumps and CGM, territory development, physician engagement and adoption work across Crete.
06 / TRUST NETWORK
My work moves across clinicians, research groups, technology companies, hospitals and decision makers. The value is knowing how to translate one side’s needs into the other side’s next credible action.
Organization names describe the context of an employment relationship, engagement, conversation or collaboration pathway. They do not imply endorsement unless explicitly stated by the organization.
07 / ENGAGEMENT
Shape the clinical problem, architecture, evidence layer, delivery path and adoption model as one coherent system.
Understand the stakeholders, clinical champions, institutional path and proof needed before a serious market-access move.
Convert real workflows and accountability constraints into a product team can build—and a clinical team can trust.
Connect product capability, market timing, public-sector signals and partnership routes into a focused next move.
08 / RESEARCH SIGNAL
09 / CLEAR ANSWERS
Panos Skouras is a HealthTech creator, IONM specialist, AI systems architect and market-access consultant based in Heraklion, Crete. He combines field experience in medical technology with the ability to design products and build adoption pathways.
He is employed by Professional Dietetics, where intraoperative neuromonitoring is among his responsibilities. Separately, he develops independent products and undertakes selected consulting and market-access work through his sole proprietorship.
He can connect product strategy, clinical workflow, AI architecture, evidence, stakeholder mapping, KOL engagement, pilot design and market entry—especially where technical and commercial teams need one shared direction.
His principal current work includes NeuroIONM, LoopBridge, MedResearch AI, MedDiscovery, HypothesisHub and TenderSense, alongside production, beta and venture systems across voice AI, enterprise RAG, regulatory intelligence and digital health.
No. Outputs from MedResearch AI, MedDiscovery and HypothesisHub are computational and exploratory. They require independent scientific and clinical validation and are not substitutes for professional medical judgment.
10 / OPEN CHANNEL
New HealthTech products, IONM opportunities, biomedical AI, Greek market access and serious cross-domain collaborations.