About / Budapest, Hungary

Close to the code.
Closer to the problem.

I’m Nikolas Stepan, a technical founder and operator based in Budapest, Hungary. I define business workflows, design systems and direct AI-assisted implementation around real customer and operational needs.

I co-founded CADEMA, a Czech manufacturer of wooden structures, at sixteen. Working through sales, custom quotations and fulfilment gave me direct experience of the problems I now solve with software: a real-time configurator, a Czech-language voice agent and a catalogue automation stack.

My work combines requirements, architecture, API integration, testing and deployment. I use Claude Code and other AI tools for implementation in Python and TypeScript. My core strength is connecting the system design, integrations and operational requirements.

Remote roles are my first preference. Based in Hungary, I can also work on-site in Hungary with English-speaking teams. I do not speak Hungarian.

Psychology studies at the Open University and postgraduate study at Birkbeck, University of London. This background informs my approach to communication, human review and user-facing AI.

Capabilities

From architecture
to day-to-day operations.

Production AI systems

Multi-agent orchestration with role separation, persona + memory architectures, MCP integrations (Blender, Canva, Hyper3D), Twilio voice-agent integration with Czech-language constraints.

Marketing Lab (9 agents) · Gemer Times newsroom (6 agents) · Gemcraft CEO Agent · CADEMA voice agent

Full-stack web

React 18/19, Next.js 15/16, NestJS, Fastify, FastAPI — with real production deployments on Hetzner, Vercel, Docker Compose. Implementation in TypeScript and Python is AI-assisted; my contribution centres on architecture, integration and deployment.

GemMark (Next 16 / R19 / Three.js) · Mission Control (FastAPI + Expo) · Upgates AI translator

Real-time 3D

Three.js + React Three Fiber in two production apps with PDF export, live pricing, URL-shareable state. Blender / bpy / MCP for parametric server-side modelling.

CADEMA Configurator · CADEMA 3D Generator (Blender + MCP)

Native mobile

Flutter (iOS / Android / Web from one codebase) with offline-first persistence and QR-driven flows; React Native / Expo with EAS APK builds and offline-first SQLite sync.

Lacko Museum App · Mission Control mobile

Scraping & enrichment

Playwright + Scrapling + BeautifulSoup pipelines with three-tier fallback chains, resume / progress files, polite throttling, anti-block strategies. Designed around operational data and explicit exception handling.

Schools.sk · Companies.sk · AI Gemer Researcher

Operations & infra

Founder mindset on cost, churn, throughput and audit trails. Docker multi-stage, docker-compose, Hetzner VPS, EAS, GitHub Actions, env-driven config. CI/CD that survives a rough Friday.

Self-hosted Postiz · Paperclip AI · Group-Ops bridge
Tools I work with

A practical technical stack.

Frontend & 3D

  • Next.js 16 · React 19
  • React Three Fiber · Drei
  • Three.js + GLSL shaders
  • Vite · Tailwind · Zustand
  • Flutter · React Native (Expo)
  • jsPDF · html2canvas
  • GSAP · Lenis
  • Smarty (PrestaShop)

AI & agents

  • Claude (Code + API)
  • OpenAI GPT-4o · GPT-4.1
  • ElevenLabs TTS
  • OpenClaw runtime
  • Blender / Canva MCP
  • Hyper3D · Hunyuan3D
  • Playwright + Scrapling
  • Custom 3-layer memory

Backend & orchestration

  • Node.js · NestJS · Fastify
  • Python · FastAPI · APScheduler
  • Temporal (background jobs)
  • pywin32 Outlook COM
  • BeautifulSoup4 · Tenacity
  • Pydantic v2 · SQLAlchemy
  • Click CLIs
  • Webhooks · SSE

Data · infra · deploy

  • PostgreSQL · Prisma · SQLite
  • Hive (mobile offline-first)
  • Docker · docker-compose · Nginx
  • Hetzner · Vercel · Railway
  • EAS (Expo) · GitHub Actions
  • Jenkins · CodeRabbit
  • pnpm monorepos
  • OpenAPI · WebSockets
Operating background

Companies behind
the requirements.

Co-Founder · 2019 — present

CADEMA

Bespoke wooden sheds, garden structures and buildings sold across Czechia and Slovakia. Long-cycle consultative selling — site visits, custom quotes, 3D configurator demos, multi-week negotiations.

Co-Founder · 2022 — present

GemArt

Cultural-arts institute in the Gemer region of Slovakia. Sponsorship sales to regional brands, ticketed events, artisan partner agreements, institutional grants.

Founder · 2025 — present

Gemcraft

Direct-to-consumer artisan products plus wholesale into European marketplaces (Upgates, BaseLinker stack). Built the full commercial pipeline.

Commercial experience across Czechia, Slovakia, Spain, France, Hungary, EU wholesale.

Communication

Five working languages.
Clearly stated levels.

Czech
Native
Slovak
Native
English
Fluent
French
Fluent
Spanish
Fluent