Bogdan Budescu
Senior Deep Learning & Computer Vision Engineer at Iddo Software
Brasov, Brașov, Romania
Summary
👤
Senior🎓
Top SchoolBogdan Budescu is a Senior Deep Learning and Computer Vision Engineer and founder of Iddo Software with 13 years of experience building production-grade vision systems and R&D pipelines. He blends hands-on expertise in C++, Python, TensorFlow, Theano and CUDA with product delivery—designing, training and deploying neural nets for pose estimation, segmentation, face recognition and real-time multi-camera aggregation. Bogdan has a track record of shipping performance-focused solutions (including GPU/compiler-level fixes to Theano) and accelerating preprocessing and training workflows for resource-constrained applications. As CTO and CEO he pairs technical leadership with operational responsibilities from client engagement to infrastructure and compliance. He regularly freelances on diverse ML projects and brings practical cross-platform compatibility skills demonstrated by Windows and low-level library contributions. Based in Brașov, Romania, he combines academic rigor (PhD-level research background) with entrepreneurial pragmatism in applied computer vision.
13 years of coding experience
9 years of employment as a software developer
Bachelor of Applied Science (B.A.Sc.), Computer Software Engineering, Bachelor of Applied Science (B.A.Sc.), Computer Software Engineering at Hochschule Heilbronn - Hochschule für Technik und WirtschaftMaster of Science (M.Sc.), Electrical, Electronics and Communications Engineering, Master of Science (M.Sc.), Electrical, Electronics and Communications Engineering at Universitatea Transilvania din BrașovHigh School Diploma, Mathematics and Informatics, High School Diploma, Mathematics and Informatics at National College Andrei Saguna
Romanian, English, German, French
Github Skills (13)
windows10
cuda10
c-language10
cprogramming-language10
python10
theano10
subprocess10
operating-system10
compiler-optimization9
gpu-programming9
machine-learning8
multithreading8
build-system7
Programming languages (5)
Github contributions (5)
Theano/Theano
Apr 2013 - Apr 2017
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
Role in this project:
Back-end Developer
Back-end DeveloperContributions:6 commits, 1 PR, 8 comments in 4 years
Contributions summary:Bogdan contributed to the Theano library, primarily focusing on porting and fixing issues related to the Windows operating system. They addressed compatibility problems with the Microsoft Visual C++ compiler, resolving issues related to linking, and code generation. Their contributions also involved updating the code cache version and applying PEP8 style fixes for code consistency. The user demonstrates expertise in the lower-level aspects of the library, including GPU operations and compiler-related flags.
mathematical-expressionsmultidimensional-arrayspymcpythontheano
lisa-lab/pylearn2
Apr 2013 - Nov 2013
Warning: This project does not have any current developer. See bellow.
Role in this project:Back-end Developer
Back-end DeveloperContributions:18 commits in 7 months
Contributions summary:Bogdan primarily focused on improving the image viewer and enhancing the codebase's compatibility across different operating systems. They replaced `os.popen` with `subprocess.Popen` for platform-specific commands. Furthermore, the user implemented changes to support the project on Windows, including modifications to the build configuration and dependencies to incorporate pthread libraries. They also removed unused code casts and defines within the CUDA code.
javascripttypescript
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