Guan Deng as Albrecht in Mats Ek's Giselle

AI · Network configuration · Engineering

Guan Deng

Former soloist of the Bavarian State Ballet. Generative-AI consultant. Fixed-price Day-0 and staged network configuration (Config Desk).

More than twenty years as a network architect (CCIE, CCDE) and a parallel stage career as soloist of the Bavarian State Ballet. Today the public offering is generative-AI systems and catalogued network configuration jobs.

I build privacy-aware AI for concrete workflows, and I sell fixed-price Day-0 / staged CLI configuration under junior cost — multi-vendor catalog, human gate on commit.

— What I offer

Generative AI consulting

Private model servers, data curation and small-model fine-tuning, vertical integration with human approval gates.

Config Desk

Fixed-price Day-0 and staged configuration for legacy CLI routers and switches. Phase 1 list-price: Cisco IOS XR and IOS XE.

Engineering discipline

Start small, verify early, leave code and checklists behind. Artistic biography stays on About, Press, and Gallery.

— AI consulting for Munich and Bavaria

AI consulting for Munich and Bavaria

I build privacy-aware generative artificial intelligence systems for concrete workflows, from private infrastructure to verified integration.

Private AI Server Deployment

Run a model server on your own infrastructure or in a location you control.

Data Curation and Small-Model Fine-Tuning

Audit and curate your data, separate training from evaluation, and adapt small open models with traceable results.

Vertical AI Integration

Connect models to your tools and documents with human approval gates and measurable verification.

Network Day-0 configuration

Catalogued jobs and supervised windows for legacy CLI gear — junior-cost fixed prices.

Coming later

From the lab — a small model on a Cisco router console

On a Cisco router, first-day bring-up and live diagnosis share the same serial-console screen and need opposite stop rules. Mixing them into one 1.5-billion-parameter model adapter failed in the lab. Next: you name the job, paste the site, the matching model adapter types on the console.