01 Home module
Technical Creative Generalist
I turn AI workflows, software, and physical ideas into focused systems that people can actually use.
02 Selected work
Each project starts with a complicated workflow and ends with a tool that makes the next step clearer.
01 / 06
AI scenes & product placement
A solo-built product for creating lifestyle scenes, placing product references with Nano Banana Pro in Product Studio, and refining the result with outpainting, upscaling, and PNG export.
02 / 06
Developer tooling / VS Code
A persistent control layer for planning, approval gates, recurring work, and bounded AI-agent execution inside VS Code.
03 / 06
Open-source AI tooling
ComfyUI nodes for local multimodal language models with explicit thinking control, live streaming, audio and vision workflows, and raw trace output.
04 / 06
Production AI runtime
A maintained ComfyUI runtime system for RunPod Serverless, split into versioned generation, editing, and upscaling profiles behind one stable API contract.
05 / 06
Physical product design
An independent design practice for meaningful wireframe sculptures, custom company models, and production-ready 3D-printed objects made in Tirol.
06 / 06
Applied image generation / production systems
Five focused studies spanning visual consistency, LoRA training, production workflows, social content pipelines, and system-scale art direction.
03 Capabilities
Useful products rarely stop at one discipline. I move between strategy, interfaces, code, workflows, and the physical prototype.
Select a capability to inspect the working stack.
I build controlled image and language-model pipelines that move from experimentation into reviewable, repeatable production.
I carry a product from interface and business logic through persistence, payments, deployment, diagnostics, and day-to-day operation.
I design tools around the real operating loop: capture work, make state visible, add review gates, and keep execution controllable.
Parametric CAD, mesh repair, visualization, and design decisions shaped by how the object will actually be produced.
I connect material choice, machine setup, slicing, maintenance, and design adaptation to make difficult prints repeatable.
I bring electronics, mechanical packaging, and fabricated parts together early enough to expose real integration problems.
04 System profile
My work sits where digital tools meet materials, machines, and people. I learn by building, reduce complexity through iteration, and care about the last mile between a technical possibility and a usable product.
01Understand the real workflow before choosing the technology.
02Make progress inspectable through prototypes, tests, and visible decisions.
03Connect disciplines instead of optimizing one layer in isolation.
Selected experience
2019 — nowTechnical support across prototyping, 3D printing, and hands-on problem solving.
Independent product design, digital fabrication, and prototype development.
ProductBackground, Comfy Rail, public model deployments, ComfyUI tooling, and developer systems.
A functional digital-signage product prototype spanning hardware, design, and business.
Relevant education
05 Curated archive
Earlier products, practical teaching, and physical experiments that shaped how I build today.
Hardtech / Digital signage
A cloud-controlled, compact display with enclosure, PCB and Compute Module integration, business model, and demo-ready hardware. After one year of preparation, the project did not progress beyond the prototype stage.
View registered EU designDesign / Digital fabrication
An independent practice for designed objects, production-ready 3D printing, and customer-specific fabrication projects.
View selected 3DOffice workWorkshop / Technical support
Supporting students and technical teams in prototyping, fabrication, materials, and practical problem solving.
Experiments / Prototypes
Functional planters, large-format FDM pieces, materials research, machine tuning, and one-off product experiments.
06 Contact
I’m open to selected collaborations and roles where technical curiosity, product thinking, and hands-on execution belong together.
