Pillar 02

Web & AI, end-to-end.

AI-first builder shipping full products end-to-end with AI tooling. 70+ agents across five company pods (Cadema, GemCraft, GemArt, Gemer Times, Csetneki), multilingual translation pipelines, Blender-driven 3D configurators, agent orchestration governance. Full-stack from infra to UI.

70+

Agents shipped

5 pods

Company stacks

L0–L4

Autonomy ladder

Full-stack

Front to ops

GroupOps — multi-company AI operations stack running 70+ agents across 5 company pods today.

Production AI pipelines: GPT-4.1-mini translation, GPT-4o event scraper, ElevenLabs museum narration.

Blender-based 3D configurator + render pipeline wired to FastAPI; React + Three.js frontends.

Comfortable with MCP servers, rate-limit strategy, anti-hallucination safeguards, Docker deploys.

See the full web & AI portfolio →web.nikolasstepan.com