Enterprise deployment
Discovery to production to governance. Full path.
Discover
Build
Deploy
Adopt
Govern
OpenAI · Forward Deployed Engineer (Zurich)
Enterprise AI leader, builder and founder.
Turning frontier AI into production across startups and large organisations. AI Lead at Zurich Airport, founder of KI-Unlocked, helping 10+ companies become AI-native. GPT-3 since 2020, with 15+ AI applications built.
Zurich Airport
UBS
PwC
World Economic Forum
SAP
Forbes
TEDx
HSG
Why me
What I bring to OpenAI on day one.
AI builder
15+ products. Agents, RAG, voice AI, eval loops.
Business x Engineering
Translate between executives, engineers and end users to keep projects moving.
90-second walkthrough
Three recent deployments
Zurich Airport - Voice AI Agent
Voice AI for 85K annual calls. Discovery through formal tender.
~85K
calls/year
8 FTE
call center
Regulated
environment
My role
Discovery · Use-case prioritisation · Architecture and prototype · Vendor evaluation · Governance
Outcome
PoC in two weeks. Formal tender initiated. Procurement ongoing.
ZRH Insider - Employee App Rebuild
Three codebases merged into one foundation for 35K employees.
35K
employees
3 to 1
codebases merged
My role
Rebuilt app foundation in one month · Consolidated architecture for faster rollout · Designed engagement loops
Outcome
Shipped. Externally quoted at CHF 350K. Scalable base for future features.
Engineering Office LAJO - AI-Native Operations
Company knowledge base powering proposals and project intelligence.
98%
accuracy rate
60%
time saved per proposal
My role
PoC ready before first sales meeting · OCR + model routing + RAG pipeline · Secured paid workshop, now in delivery
Outcome
Won trust before the first meeting. Knowledge base live. Proposal automation next.
How I move from zero to deployed
Five stages. Pick one to see the layer, what runs, and what blocks it.
Discover
Layer: Intake
Map stakeholders, data boundaries and who can say yes.
What runs
Call arrives, language detect, intent classify
What blocks it
Procurement cycles and too many stakeholders, no single owner.
Selected projects I created from scratch this year
Personal products. AI infrastructure, voice, human intelligence.
01Live
✓
Context protectedIdentity hidden OnRaw data stored Off
AI infrastructure
PrivacyLayer
Browser-side PII stripping before prompts reach any model. Zero bytes to any server.
EvidenceLive product with Chrome extension
View project02In delivery
Project intelligence
Project A12DecisionsExpertsStandards
Why did we change the load assumption?3 cited sources
Enterprise AI
Engineering Office OS
RAG + OCR pipeline connecting project history, decisions and expertise across offices.
EvidenceVertical system designed
03Building
Human intelligence
Vibe Translator
Context layer decoding tone, personality and culture before generating responses.
EvidenceInteractive product prototype
View project04Venture
ZRHHKG
Next: Gate E4612 min walk · passport control ahead
Travel
AirCompanion
Contextual AI companion for the full airport journey. Real-time, location-aware.
EvidenceProduct system designed
View project05Concept
“Let's consider it.”
UNSPOKEN CONTEXTThis may be a polite “no.”
Cultural intelligence
Asia Bridge
Communication rules and social nuances of Asian cultures. Duolingo meets Grammarly.
EvidenceProduct thesis developed
View project06Live
AI
Procurement negotiationClarity 8.4Control 7.8
Simulation
Rehearse
AI role-play for sales, negotiations and difficult conversations. Real-time feedback.
EvidenceInteractive rehearsal flow
View project07Testing
Mum's story · 04:28
“I never told you how we first arrived…”
Voice AI
Treasure
Voice AI that captures family stories and preserves them across generations.
EvidenceVoice-first experience built
View projectI'd rather show you than tell you.
30 minutes. I'll walk you through a live deployment, the decisions behind it, and where I think OpenAI's enterprise play should go next.