AI & Computer Vision Consultant
From a medical imaging PhD, to real-time drone detection, to leading digital pathology AI at scale — now working independently with teams who need senior computer vision and AI expertise.
Services
Senior, hands-on expertise across the full computer vision and AI lifecycle — from a single hard problem to a full team.
Object detection, segmentation, co-registration, classification and tracking — designed, trained and shipped to production.
Solution architecture, technical feasibility assessments, MLOps strategy, technical due diligence for investors/M&A, and team training.
Design and implementation of AI agent systems, workflow automation, and integration with large language models.
Domains of Application
Deep, applied experience in demanding real-world domains — not just benchmarks.
mIF, IHC and H&E image analysis — 5 years leading AI for digital pathology at Ultivue / Vizgen.
Sports analytics, drone detection, people tracking and embedded deployment on Jetson — built at Hensoldt.
MRI, CT, DT-MRI and vascular modeling — rooted in a decade of academic and postdoctoral research.
Featured Projects
A selection of open work — the rest lives on GitHub.
A self-driving toy car built on Raspberry Pi, using on-board computer vision for lane and obstacle detection. Includes demo video.
A C implementation of the geodesic distance transform, used for image segmentation and shape analysis research.
TODO: one-line description of the project.
TODO: one-line description of the project.
TODO: one-line description of the project.
TODO: one-line description of the project.
About
My path started in physics, followed by a PhD in medical image analysis, and postdoctoral research at Harvard and the BESSY synchrotron. From there I moved into industry — Definiens, Hensoldt, and Ultivue/Vizgen — building computer vision systems for medical imaging, defense and digital pathology at increasing scale and responsibility, eventually leading a team of 7 as Director of AI Engineering.
Today I work independently, partnering with companies and teams who need senior, hands-on computer vision and AI expertise without the overhead of a full-time hire.
Contact
Tell me a bit about what you're working on — I'll get back to you within 1-2 business days.
Munich, Germany — available remote / hybrid