🔧 CTO | Systems Thinker | Ops + AI | Lean Six Sigma MBB | 15+ yrs global XP | Trained 1,200+ 🧠 Operating at the intersection of AI, neurotech, and diagnostic innovation 🌍 Based in Switzerland | Building globally

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🛠️ What I’m Focused On

I architect precision systems, from Lean enterprise ops to clinical-grade AI pipelines. Currently building a stealth-stage company to reduce misdiagnosis via better measurement, decision support, and compliant infrastructure.

"Misdiagnosis is not a bug in the system, it is the system."

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                 Language Usage (Directional)
 ┌───────────────┬───────────┬──────────────────────┐
 │ Language      │ Share     │ Chart                │
 ├───────────────┼───────────┼──────────────────────┤
 │ Python        │ Primary   │ ██████████████       │
 │ TypeScript    │ Primary   │ ███████████          │
 │ Dart (Flutter)│ Secondary │ ███████              │
 │ HTML/CSS      │ Support   │ ████                 │
 │ JavaScript    │ Support   │ ████                 │
 │ Shell         │ Support   │ ████                 │
 │ Swift         │ Support   │ ██                   │
 │ SQL           │ Support   │ ██                   │
 │ YAML          │ Support   │ ██                   │
 │ Dockerfile    │ Support   │ ██                   │
 │ Markdown      │ Support   │ ██                   │
 │ Other         │ Support   │ █                    │
 └───────────────┴───────────┴──────────────────────┘

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🧰 Tech Stack (Layered)

Backend: Python · FastAPI · LangChain · Postgres (SQL)
Web: Next.js · TypeScript · WebRTC
Mobile: Flutter · Dart
DevOps: Docker · GitHub Actions (YAML) · CLI-first on macOS
AI/ML: OpenAI · Ollama · Olliv · Scikit-learn
Imaging + Interop: DICOM · SPECT · FHIR · NeuroGam · CortexID

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🧭 Operating Principles

• Instrument first; decisions without telemetry are opinions.
• Optimize the constraint; local wins are often global losses.
• Automate the boring; keep humans for judgment and edge cases.
• Ship small; harden fast; document what matters.
• Build for regulated reality: privacy, auditability, reversibility.

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📂 Projects (Selected)

• 🔐 wingate-healthnet (Private)
  Zero-trust mesh for clinical-grade data transfer using Twingate.

  Custom roles, ephemeral access, healthcare endpoint hardening.

• ⚙️ spec-imaging-tools (Private)
  CLI tooling for neuroimaging preprocessing + DICOM harmonization.

  Batch-first design; optimized for high-volume throughput.

• 🧩 langchain-multiplex (WIP)
  Agent orchestration for diagnostic decision pipelines.

  Multiplexing, routing, and guardrails for repeatable decisions.

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🤝 Let’s Collaborate

Open to serious teams shipping in:

• NeuroAI & healthcare diagnostics
• Forensic & psychiatric tech
• AI products in regulated spaces

If you care about systems that are measurable, safe, and fast enough to matter, let’s talk.

“Clarity is the antidote to complexity. Let’s build systems that heal, not just patch.”
— Remigio Bongulielmi