Matthäus Heer
Principal IT Architect, Director at Matthäus Heer Mountain Guide
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolMatthäus Heer is a Principal IT Architect and Director based in Zurich with a decade of experience turning complex technical landscapes into measurable business value. He progressed rapidly through consulting and architecture roles at ipt Innovation Process Technology, combining hands-on systems design with strategic leadership. With a strong academic background—top grades from ETH Zürich and a MSc in Physics from Universität Zürich—he brings rigorous problem-solving and a research-informed approach to engineering. His early work in computer vision and robotics, plus internships in R&D and sports analytics, give him a unique edge applying ML and perception technologies to industrial problems. Outside of IT he operates as an IFMGA mountain guide, reflecting discipline, risk management, and a practical, team-first mindset. That blend of alpine leadership and technical expertise lets him navigate high-stakes projects with calm and precision.
9 years of coding experience
3 years of employment as a software developer
MSc, Physics, 5.7/6.0, MSc, Physics, 5.7/6.0 at Universität ZürichMaster Thesis, Computer Vision Lab, 6.0/6.0, Master Thesis, Computer Vision Lab, 6.0/6.0 at ETH Zürich
German, English, Polish, French
Github Skills (153)
api10
imagenet9
labeling9
ai9
annotations9
python9
deep-learning9
lifecycle9
pytorch9
scaling9
machine-learning9
data-science9
artificial-intelligence9
lightning9
semantic-segmentation9
Programming languages (10)
Github contributions (5)
matthaeusheer/uncertify
May 2020 - Jun 2021
Master Thesis: Quantifying Trust of Segmented Pathologies in Brain Imaging with little supervision.
Contributions:168 commits, 6 PRs, 22 pushes in 1 year 1 month
brainsegmentedmasterimagingtrust
cybathlon-at-school/planvec
Jul 2019 - Nov 2022
Vectorizes a captured image of a drawn construction plan component.
Contributions:8 releases, 9 PRs, 79 pushes in 3 years 4 months
drawnplan
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