Industrial AI startup

A Munich startup brings machine and sensor signals together with data from MES and ERP systems, so teams spot trends, bottlenecks and root causes in production faster. Since February 2026 I have been designing and building new features of the platform.

At the core of my work is an analysis tool for time-based evaluations: you pick a machine, get a chart with all its time-based sensors, add or remove metrics and open further charts on the same page. One shared timeline with a time range, play and pause and a marker across all charts shows how the values develop. The hard part was showing many different kinds of data at once without crowding the interface. I kept the first scope deliberately small, in agreement with the team.

Alongside that I designed and built the company's public website. Development is heavily AI-assisted: Claude and Codex are used systematically for implementation, code reviews and reusable skills.