01
Property Data Pipeline
Turned nationwide listing data from Switzerland’s three largest property platforms into one clean, usable dataset.
Constantin Luckenbach
I build systems that connect AI, data, and the real world.
Nationwide property data. Scanner hardware to interactive 3D. AI that handles real phone calls.
Selected results
Across projects, my systems have delivered 120% first-year ROI, reduced data-entry errors by 78%, and lowered the risk of regulatory shutdowns.
You might also like my writing.
Selected work
A few hard problems I’ve worked on.
02
shapeID
Connected scanner hardware to a mobile app that turns captures into private, interactive 3D models.
Visit shapeID →03
LISA
Backed by automotive-industry investors, LISA moved from demos into dealership pilots. My work was concentrated in several distinct systems: live calls, knowledge ingestion, AWS infrastructure, and a secure bridge to legacy dealership software without a usable API.
Visit LISA →
In my free time
Fighting forward head posture (kill your nerd neck)
The Great Unshrimpening — a work-in-progress guide to fixing desk posture.