To experience what's possible when motivated, hungry people come together equipped with frontier AI tools. Getting things done fast with agentic superpowers.
Jeong-Woo Yoo
JeongWooYoo
48
I am a dentist, born in Korea and lived in Germany. I came to Switzerland and currently running a dental practice in Zug. I build and manage my own hardware and network in my practice. I find problems and solve them with my agents and my team. I have a very pragmatic approach when it comes to getting things done. No CS background, but very strong at sensing problems from a user's or customer's perspective. My strength lies in leveraging human teams with AI superpowers.
🦾 Skills
🎋 Aims
Experience
Resume
| work | |
|---|---|
| Ambientwork | AI-native operating system for dental practices. Building agentic systems that handle administrative friction so clinicians can focus on patients. |
| Smilezone Zug | Owner-operated dental practice with 13 employees in Zug, Switzerland. |
| education | |
| University of St. Gallen (HSG) | Executive MBA, Business Administration |
| University of Ulm | Dentistry |
| skills | |
| Dentistry & Healthcare Domain | Expert |
| AI Agents & LLMs | Advanced |
| Backend Engineering | Intermediate |
| Infrastructure & Networking | Advanced |
| Business & Leadership | Expert |
| languages | |
| German | Native |
| Korean | Native |
| English | Fluent |
| interests | |
| Building an AI-native startup (YC ambition) | |
| Agentic systems & self-hosted infrastructure | |
| Bringing AI into traditional businesses | |
| projects | |
| PocketDentist | Switzerland-first concept for dental emergency triage, first-aid guidance, and referral to cantonal emergency services. Tackles the fragmentation of Swiss dental emergency data. Every canton publishes its on-call roster differently (PDF, phone list, website), none machine-readable. Inspired by NHS 111's API-based dental booking in the UK. PoC Phase |
| HPAT: High Performance AI Teams | A governance framework for mixed human-agent teams. Two dimensions: Trust Level (Observe → Assist → Act → Own) × Role (Apprentice → Team Member → Leadership). Trust is earned through outcomes and revoked on errors. Submitted to GitLab AI Hackathon and Agents Assemble hackathon as an MCP server. |
| Self-hosted AI & Practice Infrastructure | Designed and built the full infrastructure stack for my practice from bare metal: a multi-GPU AI server (Threadripper, 4× RTX GPUs) running 25+ Docker containers for local LLM inference and agent systems, a 10G network, and a complete practice IT environment with 15 virtual machines and 10 workstations on an Active Directory domain. |
| AmbientCT | Custom OHIF Docker image with dental panoramic reconstruction (CPR) extensions, an open-source dental imaging tool. |
| KKGS Digital Infrastructure | Volunteer-built digital platform for the Korean Catholic community in Switzerland. A ~4,700-line WordPress plugin with REST API, Telegram bot integration for community management, and Cloudflare hardening. I manage the community organization alongside my main work. |
| FamilyAlbum | Self-hosted private photo archive (Immich) with AI vision OCR for Korean handwriting on photo backs, served securely over Cloudflare Tunnel. Built to digitize and preserve family photos with my parents in Seoul. |