MedResearch AI
Tri-core AI (BioBERT + TinyLlama + DeepSeek) running 29+ active agents and 151 discovered ones. Generates full R&D pipelines: hypothesis → SPIRIT protocol → GMP drug recipe with SMILES. AAAI 2026 accepted paper, bioRxiv preprint.
My team and I are taking on work now — clinical & medical AI/ AI & data analysis/ MedTech consulting & market access/ med-sales strategy, backed by a research bench at FORTH (ITE).
Ten years in medical device markets taught me how to move weight. A decade of self-study in physics, information theory and AI taught me how to think sideways. I put the two together.
I ship systems that sit between fields that rarely talk to each other. MedResearch AI runs autonomous biomedical research 24/7 and has six published disease studies. Prophet / Aiolos forecasts geopolitical pressure for maritime, markets and strategy clients. VoiceForge runs voice receptionists in production on ElevenLabs + Telnyx. I’m the secretary of AMKE Healthvolution and principal of Infosphere Technologies.
Before that: Senior Account Manager at Hemoglobe Hellas, where I grew Omnipod DASH from 6 to 200+ patients across Crete and took Medtronic’s market share from 100% to 40%. That’s the commercial instinct I bring to every line of code.
Available for technical leadership, platform builds, strategic advisory and cross-domain problems that nobody else wants to touch.
Tri-core AI (BioBERT + TinyLlama + DeepSeek) running 29+ active agents and 151 discovered ones. Generates full R&D pipelines: hypothesis → SPIRIT protocol → GMP drug recipe with SMILES. AAAI 2026 accepted paper, bioRxiv preprint.
XDART-Φ × XHEART cognitive pipeline. Qdrant vector memory, self-evolving tools, multi-agent tribunal, falsifiable prophetic bets with Brier-score tracking. The Palantir model for independent operators, sold across three verticals.
Multi-tenant white-label platform. Next.js + Hono + ElevenLabs + Telnyx. Minute-balance ledger with immutable transactions, per-call tracking, flat €20/month + €0.45/min billing. In production with paying clients.
RAG-first architecture for instant auto-parts retrieval. Offline scraping → Qdrant vector DB → natural-language query returning part codes in under one second. Built for a real client, ships daily.
Three-sided marketplace connecting players, coaches and clubs. 25-page business plan, SaaS tiers plus transaction fees, social layer on top. Greek market-ready.
RAG agent calculating Greek τέλος ταξινόμησης. Accepts mobile.de links, VIN, papers. ΑΑΔΕ ΛΤΠΦ catalogs vectorized in Qdrant, three collections: prices, depreciation, rules. Sweet-spot finder built in.
Three AI agents — Architect, Evidence Hunter, Devil’s Advocate — debating 24/7. External agents register in 60 seconds. SPIRIT protocols and GMP recipes downloadable. An open research commons.
No solo genius myth. The work moves because serious people return the call.
Strong director-level interest in MedDiscovery. Bioinformatics Lab demo requested. PRAXI C-Nest accelerator path identified and active.
Calls completed with Giacomo and Kuan. DIPG case prepared for a joint paper. Hosted-deployment proposal on the table.
Dense network built through Omnipod DASH era — endocrinology, executives, 7th YPE.
MedDiscovery platform demonstrated. Potential R&D collaboration path under exploration.
Exploring synergy between focused ultrasound and the MedDiscovery drug-discovery pipeline.
Time is not a fundamental dimension. It is a byproduct of information propagating through 3D space — the sequential processing of spatial information changes by conscious observers. The “flow of time” is an artifact of the observer, not the universe.
Reality is a continuous 3D information field. There is no void — only density variations. Matter is high-density information, space is low-density information, and the apparent wave-particle duality dissolves when you stop treating the void as empty.
The brain does not generate consciousness — it receives it. Like a radio antenna, its architecture determines which slice of a universal consciousness field it can detect. Consciousness is field-dependent, not substrate-dependent.
Stars behave like cells, cells behave like universes. The same mathematical patterns — branching, spiral, network, oscillation — repeat at every scale. This is not metaphor. It directly powers MedResearch’s cross-domain reasoning engine.
My team and I are taking on new work now. The same cross-domain engineering that powers the research is what we sell — AI & data analysis, clinical and medical AI, MedTech consulting, market access and med-sales strategy — delivered end-to-end, from a napkin idea to a system running in production with real users.
This is not a one-man freelance gig. Through Infosphere Technologies and a standing collaboration bench at FORTH (Foundation for Research & Technology — Hellas), we field machine-learning researchers, bioinformaticians and clinical-validation specialists on demand. That means we can move from a fast solo prototype to institutional-grade, publishable, regulator-ready delivery without changing teams. If it touches AI or medical data, we can scope it, build it, ship it and stand behind it.
We map the problem, the data and where AI actually creates value — and we tell you straight where it won’t. No hype, no vaporware.
Agents, retrieval, models, infrastructure. Designed to ship and scale, not to demo once and break.
RAG pipelines, multi-agent orchestration, integrations, billing, dashboards. Real software with real users.
Hosted deployment, monitoring and a team that stays reachable. We hand over a system, not a slide deck.
Through our FORTH-ICS network — including the smartHEALTH group and the team behind the FUTURE-AI trustworthy-medical-AI framework — we can plug in computational-medicine, bioinformatics and ML-research firepower exactly when a project needs it. You get a single point of contact with the depth of an institute behind it.
The rare combination: clinical-grade AI built right, plus the high-level relationships to get it adopted. Clinical decision support, RAG over medical literature, pharma R&D acceleration, regulatory dossier prep — backed by 10+ years of MedTech market access and live channels into pharma (AstraZeneca, Roche), university hospitals and KOL physician networks across Greece.
Multi-agent platforms that run your operations 24/7 — research, monitoring, outreach, back-office. Self-evolving tools, vector memory, tribunal-style consensus. The exact architecture behind MedResearch’s 29+ live agents, pointed at your workflow instead of disease biology.
Turn your documents, manuals and archives into a sub-second answer engine. Qdrant pipelines, hybrid search, private and on-prem data. Proven in production with PartsFinder and ZollCheck.
Voice receptionists that book, qualify and support — in your language, around the clock. ElevenLabs + Telnyx, white-label, per-minute billing. Already live with VoiceForge.
Prediction and forecasting frameworks with Brier-score accountability — markets, risk, geopolitics, strategy. Falsifiable bets, persistent institutional memory. The Aiolos engine, deployed privately for you.
EU AI Act readiness, regulatory dossiers, tax/customs automation — RAG built directly over the rulebook so answers are sourced, not guessed. ZollCheck-grade fiscal logic for any regulated domain.
On-prem, data-sovereign, fine-tuned models for regulated industries that can’t send data to a third party. Your weights, your servers, your control.
For teams that need a map before they build. Where AI pays, where it doesn’t, what to build first, and what to ignore. Cross-domain advisory at board level.
Available for AI development, MedTech consulting,
and cross-domain problems that won’t sit in one box.