I help SMBs, agencies and product teams replace fragile manual work with dependable APIs, internal tools, scraping pipelines and AI-assisted workflows.
English-first delivery, Austria-aware positioning, direct founder contact and a bias toward systems that survive real operations.
German-language discovery is welcome. Delivery, implementation and technical workshops are currently English-first.
The strongest public trust signal is still system shape: constraints handled well, workflows compressed and a build that looks usable before anyone talks about aesthetics.
A FastAPI-based business intelligence pipeline for Austria-focused market mapping, contact workflows and export-ready datasets.
The core offer is backend delivery and automation. Data acquisition, AI agents and selected frontend work support the business outcome instead of diluting the positioning.
Backend development in Vienna for teams that need a dependable Python system instead of a brittle demo. Django, DRF, FastAPI and clean APIs.
Replace fragile manual workflows with reliable data movement, alerts, sync jobs and internal operator tooling.
Build targeted data acquisition pipelines, enrichment flows and exports for research, outreach, market mapping and internal products.
Use AI where it removes repetitive review, routing or classification work, without pretending that a prompt replaces system design.
The strongest signal here is not glossy design. It is system shape, technical depth, workflow compression and honest operating constraints.
A private multi-platform pipeline for influencer discovery, AI-assisted evaluation and outreach-ready data.
A public Django REST project that combines business logic, borrowing workflows, Stripe billing and task automation.
Most projects do not need more software. They need a narrower system, clearer states and less repeated manual effort.
Map the workflow, integrations and failure modes before committing to a build.
Scope APIs, data flow, automation boundaries and the smallest version that creates business value.
Deliver monitoring, documentation, admin tooling and handover material together with the code.
The blog is built around buying decisions, implementation tradeoffs and operational reality instead of generic thought leadership.
A practical boundary for AI agents in operations, with emphasis on routing, drafting and first-pass review instead of vague autonomy claims.
Read articlePatterns I would look for first in an Austria-based SMB or agency before writing a single line of automation code.
Read articleA buyer-oriented guide to the point where one more no-code layer becomes more expensive than a focused backend.
Read articleThe site is built to attract qualified inbound, so the core constraints and fit are visible early.
Austria- and EU-based SMBs, agencies and product teams that need dependable backend delivery, integrations, workflow automation or AI-assisted internal tools.
Yes for discovery and written context. Delivery, technical workshops and implementation are currently English-first.
Yes when it supports the product outcome, especially dashboards, portals and conversion-focused landing pages. The core value I sell is still backend, automation and system design.
Yes. Several representative case studies are anonymized because the original repositories and business data are private.
Bring the workflow, the current stack and the business constraint. The first step is a practical scope, not a vague discovery sprint.