Christian Singer
Software-Entwickler at Optonic GmbH
Freiburg im Breisgau, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolChristian Singer is a software developer with 9 years of experience specializing in C++ and Python for automation and machine vision, currently building Deep Learning–enhanced bin-picking software at Optonic GmbH. He blends backend and frontend engineering with hands-on deployment at customer sites, CI improvements, and hardware benchmarking to move models from lab into production. His background includes designing PyTorch neural networks for object detection and a Master’s in Visual Computing, supported by earlier work on medical-data ML like EKG and blood-sample classifiers. Christian’s profile combines rigorous mathematical training with practical industrial automation expertise, and he frequently bridges the gap between research prototypes and robust field systems. Notably, he pairs model development with production concerns—CI, hardware integration, and on-site support—so solutions are performant in real-world settings.
9 years of coding experience
2 years of employment as a software developer
Bachelor of Science - BS, Mathematics, 2.2, Bachelor of Science - BS, Mathematics, 2.2 at Technische Universität KaiserslauternMaster of Science - MS, Visual Computing, 1.4, Master of Science - MS, Visual Computing, 1.4 at Universität des SaarlandesMaster of Science - MS, Medical Data Science, 1.3, Master of Science - MS, Medical Data Science, 1.3 at Hochschule Mannheim
English, French, Spanish, German
Github Skills (24)
python8
deep-learning8
gpu8
machine-learning8
neural-network6
tensorflow6
numpy5
realtime4
probabilistic4
probabilistic-models3
speech-recognition3
gpu-acceleration3
pytorch3
acceleration3
tensor3
Programming languages (2)
Github contributions (5)
Thunfischpirat/SpokenDigits
Feb 2023 - Mar 2023
This is our submission for the final graded project for the WS22/23 course "Neural Networks: Theory and Implementation" at Saarland University.
Contributions:3 reviews, 14 commits, 13 PRs in 1 month
deep-learningpytorchspeech-recognition
Thunfischpirat/Finance
May 2017 - Mar 2020
Contributions:2 PRs, 6 pushes, 3 branches in 2 years 11 months
first-repository
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.