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01 / Home
02 / Architect
03 / Work
04 / Network
05 / Mind
06 / Craft
07 / Studio
08 / Signal
Available now · Heraklion, Crete · Booking AI & MedTech projects

Building
intelligence
at the edge.

01 / RoleIndependent AI architect, MedTech operator, theoretical physicist.
02 / StudioInfosphere Technologies · AMKE Healthvolution — solo builds and selected collaborations.
03 / FocusMulti-agent systems, biomedical R&D, geopolitical forecasting, voice AI.

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).

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Clinical & Medical AI AI & Data Analysis MedTech Consulting Market Access Multi-Agent Systems Med-Sales Strategy RAG & Vector Search Drug-Discovery Pipelines Clinical Validation Voice AI Decision Intelligence Regulatory / FUTURE-AI Clinical & Medical AI AI & Data Analysis MedTech Consulting Market Access Multi-Agent Systems Med-Sales Strategy RAG & Vector Search Drug-Discovery Pipelines Clinical Validation Voice AI Decision Intelligence Regulatory / FUTURE-AI
Chapter 01 — The Architect

A builder who refuses
to pick one discipline.

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.

10+
Years MedTech
9/10
AAAI 2026 Accept
6
Live Platforms
Chapter 02 — The Work

Seven systems
in production.

Ⅰ / Biomedical

MedResearch AI

Multi-Agent Biomedical R&D Platform

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.

682
Avg Sources
6
Disease Cases
0.73
Mean Novelty
BioBERTDeepSeekAlphaFoldSPIRITGMP
Visit platform
Ⅱ / Intelligence

Aiolos / Prophet

Geopolitical AI Prediction Framework

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.

€5–8K
Maritime / mo
$8–15K
Markets / mo
€15–30K
Strategic
QdrantXDART-ΦBrierMulti-Agent
Private deployment
Ⅲ / SaaS

VoiceForge AI

B2B AI Voice Receptionist

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.

Next.jsElevenLabsTelnyxHonoSaaS
Try the widget →
Ⅳ / Enterprise

PartsFinder AI

RAG Auto Parts Lookup · Tsakalakis AE

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.

QdrantScrapyLightpandaRAG
Case study
Ⅴ / Venture

CaddieAI

Golf Marketplace · Social Layer

Three-sided marketplace connecting players, coaches and clubs. 25-page business plan, SaaS tiers plus transaction fees, social layer on top. Greek market-ready.

MarketplaceSaaSSocial
Deck available
Ⅵ / Fiscal

ZollCheck

Greek Vehicle Import Tax Agent

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.

FastAPIQdrantClaude APIPlaywright
Beta Q2 2026
Ⅶ / Open

HypothesisHub

118 Live Hypotheses · Open API

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.

Open APIMulti-AgentSPIRIT
Register an agent
← Scroll to traverse the catalog →
Chapter 03 — The Network

Institutions,
collaborators, early believers.

No solo genius myth. The work moves because serious people return the call.

— Research Institution · Crete

FORTH / ITE

Foundation for Research and Technology — Hellas

Strong director-level interest in MedDiscovery. Bioinformatics Lab demo requested. PRAXI C-Nest accelerator path identified and active.

  • Platform demonstration delivered
  • Registration key requests received
  • Bioinformatics Lab collaboration in motion
— AI Partnership · Global

Moonshot / Kimi AI

Western expansion office — direct line to leadership

Calls completed with Giacomo and Kuan. DIPG case prepared for a joint paper. Hosted-deployment proposal on the table.

  • GBM test → Proto-AGI paper pipeline
  • DIPG: 5 Layer-3 hypotheses, 530 sources
  • Partnership terms under discussion
— Clinical Network · Heraklion

PAGNI Hospital

University General Hospital

Dense network built through Omnipod DASH era — endocrinology, executives, 7th YPE.

— Pharma · Greece

Roche Greece

Contact: Kavita Patel, GM

MedDiscovery platform demonstrated. Potential R&D collaboration path under exploration.

— Focused Ultrasound + AI

Delsona Therapeutics

Dr. Simeonidis

Exploring synergy between focused ultrasound and the MedDiscovery drug-discovery pipeline.

Chapter 04 — The Mind

Four frameworks
I think with.

Emergent Temporality

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.

Continuous Information Field Theory

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.

Consciousness as Receiver

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.

Fractal Biology & Scale Invariance

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.

AAAI 2026
Top 15% · 9/10 Strong Accept
bioRxiv
6-case validation preprint
SSRN · 2 DOIs
Cross-domain reasoning
ResearchGate
Multi-agent architecture
Chapter 05 — The Craft

What I deliver.

01
Multi-Agent AI Systems
Autonomous agent architectures with self-evolving tools, vector memory, tribunal consensus mechanisms. Production deployments at scale.
Inquire →
02
RAG & Vector Search
Qdrant-powered retrieval pipelines. Sub-second queries across massive document corpuses. Custom ingestion, chunking, hybrid search.
Inquire →
03
Biomedical AI Platforms
End-to-end drug-discovery systems. SPIRIT protocols, GMP recipes, molecular docking, AlphaFold integration, clinical-grade output.
Inquire →
04
Voice AI & Telephony
ElevenLabs + Telnyx voice agents. White-label SaaS, multi-tenant ledger systems, per-minute billing, transaction immutability.
Inquire →
05
Geopolitical Intelligence
Prediction frameworks with Brier-score tracking, cognitive pipelines, persistent institutional memory, falsifiable bets.
Inquire →
06
MedTech Sales Strategy
10+ years of territory management. Market creation, physician-network building, competitive displacement. 100%→40% Medtronic share shift on record.
Inquire →
Chapter 06 — The Studio

Bring the problem.
We bring the team.

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.

01 / Scope

Honest discovery

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.

02 / Architect

System design

Agents, retrieval, models, infrastructure. Designed to ship and scale, not to demo once and break.

03 / Build

Production code

RAG pipelines, multi-agent orchestration, integrations, billing, dashboards. Real software with real users.

04 / Deploy

Live & supported

Hosted deployment, monitoring and a team that stays reachable. We hand over a system, not a slide deck.

— The Bench · Crete + Remote

Not a freelancer. A delivery bench backed by Greece’s top research institute.

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.

ML ResearchBioinformaticsComputational MedicineClinical ValidationFUTURE-AI ComplianceRAG / Vector InfraLLM Fine-TuningFull-Stack Product

What we build.

High-demand AI work, with the relationships to actually land it.
— Flagship

Healthcare AI & Market Access

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.

Clinical Decision SupportPharma R&DMarket AccessKOL NetworksFUTURE-AI
— Agentic

Autonomous Agent Systems

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.

Multi-AgentSelf-EvolvingOrchestrationAutomation
— Knowledge

Enterprise RAG

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.

QdrantHybrid SearchPrivate Data
— Voice

AI Voice Agents

Voice receptionists that book, qualify and support — in your language, around the clock. ElevenLabs + Telnyx, white-label, per-minute billing. Already live with VoiceForge.

ElevenLabsTelnyxWhite-Label
— Foresight

Decision Intelligence

Prediction and forecasting frameworks with Brier-score accountability — markets, risk, geopolitics, strategy. Falsifiable bets, persistent institutional memory. The Aiolos engine, deployed privately for you.

ForecastingBrier-TrackedStrategy
— Compliance

Regulatory & Compliance AI

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.

EU AI ActRAG-over-LawFiscal Logic
— Sovereign

Private LLM Deployments

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.

On-PremFine-TuningData Sovereign
— Advisory

AI Strategy & Audits

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.

StrategyAuditsAdvisory
Have a problem worth solving? Let’s talk this week.
Chapter 07 — The Signal

Let’s build
something honest.

Available for AI development, MedTech consulting,
and cross-domain problems that won’t sit in one box.

03 / Studio
Heraklion, Crete
Greece