AI Systems,
Product Development
& Art Direction.
From technical architecture to digital media execution — AI workflows, scalable product builds, video, sound and creator-led storytelling.
What I build
Four core practices, delivered solo or embedded in your team.
AI Systems
AI consulting, agent architecture and ML implementation for measurable workflow impact.
Product & Design
UX, product architecture and implementation from MVP to scalable platform features.
Sound & Voice
Voice production, film scoring and sonic identity for campaigns and digital products.
Art Direction & Creator
Creative direction across digital media, motion, video and audio production pipelines.
Independent creative technologist — strategy, UX and engineering in one hand.
I build AI systems and digital products end to end: from technical architecture and ML implementation to interface design and art direction. The work combines product strategy, UX/UI and hands-on engineering — focused on high-end digital experiences that ship and scale.
Work
Featured projects and full archive — filtered by discipline.
Voicfy Platform
Built a full-stack voice platform from product concept to production deployment, including billing, user flows and scalable architecture.
Created a reusable platform foundation for rapid feature rollout and monetization.
Voicfy Real Voice TTS (Diffusion)
Developed a diffusion-based real voice TTS system with training and inference pipelines for production usage.
Improved output quality and enabled reliable high-volume voice generation workflows.
Movie Score for Treppe Aufwärts
Composed and produced the movie score for Treppe Aufwärts, a German feature drama (2015) by Mia Maariel Meyer. The music direction was built around scene tension, family conflict and editorial rhythm, from thematic sketching to final mix delivery.
Established a coherent sonic identity across key character arcs and supported emotional continuity between dialogue-driven and high-pressure sequences. The score approach helped connect narrative pacing from festival presentation to theatrical release in Germany.
KaDeWe Group Digital Design
Designed digital experience assets and visual systems for KaDeWe Group brand and campaign touchpoints.
Improved visual consistency across premium retail communication formats.
AI Operations Copilot
Implemented triage and routing automation across service channels with human-in-the-loop controls and audit-ready execution logs.
Reduced manual handling effort and stabilized operational throughput.
National Geographic / Nat Geo Wild
Produced and coordinated multilingual announcer and voice recording sessions for Nat Geo Wild and National Geographic international programming from 2008 to 2010, covering studio production, language versioning, delivery support and on-air presentation workflows for wildlife documentaries and factual entertainment formats.
Consistent multilingual broadcast delivery across voice talent coordination, localization workflows and final transmission standards.
Strategy to production — with measurable KPIs.
Tools & technologies
AI agents and ML delivery with measurable impact.
From strategy to production delivery: AI roadmaps, agent systems and ML models.
When to hire me for AI
- When you need to prioritize AI opportunities instead of running disconnected experiments.
- When agents must be integrated into real workflows and existing tools.
- When custom ML models are required for your data and domain constraints.
- When implementation, governance and team enablement must be delivered together.
Delivery model
Discovery Sprint
Use-case prioritization, data and tooling audit, risk analysis, clear pilot scope.
Pilot Build
Fast implementation with real data, evaluation, guardrails and team feedback.
Rollout & Scale
Production integration, monitoring, governance and enablement for internal teams.
Architecture sketches
Agent System
Input → Router Agent → Tool Agents → Human Approval → Action + Log
ML Pipeline
Data → Features → Train → Evaluate → Serve API → Monitor → Retrain
Typical stack
LLM orchestration · Vector DB / retrieval · Tool/API integrations · Evals and quality gates · Observability and tracing · Model serving and monitoring
Let's build something precise.
Tell me what you're building — AI system, product, or creative direction. I reply within a day.