Applied AI & Agentic Systems
I turn reasoning models into governed operational systems—deciding what AI may infer, what software must calculate and where people stay in control.
See how I work with AI →Technology Leadership · Applied AI · Enterprise Architecture
Senior technology leadership with a hands-on engineering edge.
I am an independent senior technology leader, Technical Lead and Enterprise Architect based near Lausanne, Switzerland. My career includes Director-grade and Vice President-level leadership, combined with current hands-on work across Applied AI, cloud platforms, APIs, automation, IoT and private-client advisory.
About
Executive-level experience. Hands-on technology leadership.
I have spent more than three decades leading, designing and modernising complex technology environments across banking, pharmaceuticals, manufacturing and other regulated international organisations. My career includes Director-grade and Vice President-level leadership roles, with responsibility for international teams, architecture governance, major transformation programmes and senior stakeholder engagement.
Today I combine that senior leadership background with hands-on engineering across enterprise architecture, Azure and hybrid cloud, identity, security, automation, APIs, Applied AI and connected systems. I design and build services using Python, FastAPI, TypeScript, JavaScript, REST APIs, Model Context Protocol (MCP), OAuth, webhooks and cloud-native platforms, integrating OpenAI, Anthropic Claude and Google Gemini with deterministic backend services and authoritative data.
A significant part of my current work is confidential technical and strategic advisory for high-net-worth private clients, alongside Montis.icu, KNX/IoT engineering and evidence-grounded analysis of complex project documentation and stakeholder positions. I work comfortably from executive strategy and technology direction through architecture, implementation, debugging and production operations, with a strong focus on discretion, provenance, validation, operational reliability and controlled AI use.
What I do
Six connected areas of applied technology.
From agentic AI and enterprise platforms to KNX engineering and evidence-heavy project analysis, the focus remains the same: reliable systems, controlled automation and practical outcomes.
www.montis.icu
An AI-enabled endurance coaching and analytics platform built around Intervals.icu, combining governed training calculations with structured AI-assisted interpretation.
Technology Leadership & Enterprise Architecture
Director-grade and Vice President-level experience across enterprise technology strategy, Azure, identity, security, modern workplace, architecture governance and major global transformation programmes.
KNX / IoT Engineering
Using live KNX bus data, engineering documentation and LLM-assisted analysis to map devices and group addresses, reconcile incomplete source material and build a governed source of truth.
Evidence-Grounded Project Analysis
LLM-assisted analysis of project documentation, communications and stakeholder positions, comparing assertions against evidence while preserving provenance, confidence and human review.
Private Client Advisory & Engineering
Confidential strategic and technical advisory for high-net-worth private clients, combining trusted decision support with hands-on engineering across AI, cloud, networking, automation and IoT.
Applied AI coaching built on deterministic data and controlled tools.
Montis.icu is a production-oriented Applied AI platform combining structured endurance analytics with LLM reasoning, controlled tools and authoritative training data.
The platform uses Python/FastAPI backend services, Cloudflare edge services, APIs, authentication, event-driven processing and Model Context Protocol (MCP) integrations to connect ChatGPT, Gemini and Claude.
The architecture deliberately separates probabilistic AI reasoning from deterministic calculations and source-of-truth data, providing a practical model for reliable, traceable and governed AI integration.
Structured domain tools
Authoritative analytics exposed to AI through controlled interfaces.
Agentic integration
MCP, APIs and tool calling across multiple AI clients.
Multi-model architecture
OpenAI, Anthropic Claude and Google Gemini integrations.
Controlled AI reasoning
Provenance, validation and deterministic source-of-truth services.
Contact
Discuss a technology leadership, Applied AI, cloud, IoT or advisory engagement.
Send a message using the form below or contact me through LinkedIn.