AI automation · local workflows · image & video
I help companies and agencies automate recurring processes, speed up content production and integrate AI into real workflows – from individual use cases to a broader AI roadmap.
Pain points
The best starting point is rarely a grand AI vision. It is usually a concrete pain point: work that repeats, creates errors, eats time or slows down content production.
Recurring tasks take time even though they follow clear patterns.
I build automations that handle, prepare or integrate these tasks into existing tools.
More time for valuable work – less copy/paste and less operational friction.
Manual work becomes error-prone when it has to happen often, quickly or under pressure.
AI-supported workflows can create, check and structure content, data and intermediate steps more consistently.
Less rework, more stable quality and processes that do not need to be reinvented every time.
Images, videos, reels and variants often require a lot of coordination, budget and production time.
AI-supported image and video production can turn concepts, campaign variants and social content into output much faster.
More visual variants, faster testing and creative ideas that would often be too expensive traditionally.
Many teams see opportunities but do not know which use cases are realistic, useful and worth the investment.
As a consultant and developer, I sort ideas, prioritize by value and effort, and build the first solid step.
Not an abstract AI strategy, but a clear roadmap from one process to a broader transformation.
Services
Start small or think bigger: one concrete automation, a fast prototype, a local workflow or a gradual AI transformation for your company or agency.
We analyze processes, content workflows and existing tools to identify where AI makes economic sense.
Recurring tasks, data handling, content preparation, reporting or internal workflows are automated or semi-automated.
Image and video generation for ads, reels, product visuals, storylines or campaign variants – as one-off production or repeatable workflow.
Local image, video, audio or text AI on controlled infrastructure, including API orchestration and usable interfaces.
Ongoing technical support for companies and agencies that want to introduce and evolve AI in a practical way.
Rely on 20 years of experience: clean, fast implementation with modern tech — for web applications and apps.
Local AI
Tools like ChatGPT, Midjourney, Kling and other cloud platforms can be useful. But they are not always flexible enough for sensitive data, specialized workflows, high repeatability or content outside narrow platform policies.
Projects & experience
My background combines software architecture, product development, automation, creative systems and modern AI. I am most useful where there is no ready-made internal expertise yet – and an idea needs to become a working workflow.
AI-supported karaoke software in TypeScript and Python, processing songs on the fly and demonstrating creative automation in practice.
A local ComfyUI orchestrator using API control for automated generative video workflows, batch processing and discreet content production.
Concept, build and operation of a WooCommerce shop with AI-supported product images, automations and customer journey focus.
How I work
I work as consultant and developer in one: I help sort the useful use cases, think through architecture and workflow – and then build the solution myself.
About
I am an independent software developer focused on AI, automation and digital product development. I have built projects from scratch, owned technical architecture and founded companies.
Beyond software, I bring a creative background in design, music, video and content production. That mix is my advantage: I do not only think in code, but also in people, workflows, outcomes and impact.
Technologies & tools
Contact
Book a free first call or send me a short message about what you have in mind. I will tell you honestly what makes sense, what does not, and what a solid first step could look like.