Gerald Mwangi
Senior Software Architect at VITRONIC Machine Vision
Rhein-Neckar Metropolitan Region Germany
Summary
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Senior🎓
Top SchoolGerald Mwangi is a Senior Software Architect with 11 years of experience building high-performance computer vision and AI systems, currently leading the Numberfinder platform at VITRONIC. He established ASE GmbH’s software department and drove a radical migration from a monolith to a distributed microservice architecture in Rust with C++/Rust plugins, achieving a tenfold processing speedup for large-scale OCR and object recognition on rail and truck video. Grounded in theoretical and mathematical physics, Gerald blends deep algorithmic insight with pragmatic engineering across Rust, C++, Python, CUDA and GPU-accelerated neural networks. He continually bridges research and production—having contributed publishable work on multimodal registration and developed academic image-processing suites—while also building CI/CD, developer infrastructure and hiring teams. Based in the Rhein-Neckar region, he’s as comfortable tuning DSP and audio neural nets as he is optimizing large-scale vision pipelines.
11 years of coding experience
19 years of employment as a software developer
Candidate PhD Theoretical and Mathematical Physics, Candidate PhD Theoretical and Mathematical Physics at Heidelberg University
Github Skills (79)
jitsi10
web-application10
video-conferencing10
debian10
balloon10
3d-models10
scalable10
sfu10
photogrammetry10
kite10
webrtc10
point-cloud10
jitsi-meet10
structure-from-motion10
python9
Programming languages (6)
Github contributions (5)
geraldmwangi/StateVariableFilter-DPF
Jul 2017 - Apr 2022
Contributions:9 pushes, 1 branch in 4 years 9 months
geraldmwangi/GuitarMidi
Jul 2017 - Apr 2022
Contributions:5 pushes, 1 branch in 4 years 9 months
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