Adrian C. Email and Phone Number
* Currently not available, waiting for a baby to be born, and not interested in career changes.Romanian pioneer in artificial intelligence. Back in 2012 I defended my PhD in artificial intelligence at "Politehnica" University of Bucharest with a thesis on neural network algorithm applied to computer vision and remote sensing. In 2009 I finished B.Eng. + M.Eng. in image analysis and artificial intelligence specialization. I have 6+ years of university experience and 5+ years recent industry experience with ML. I'm author and coauthor of over 15 scientific papers in the field of machine learning (applied to computer vision, remote sensing, financial data analysis). Recently 3 patent ideas were accepted for further patenting process.Interested in artificial intelligence, machine learning, patents, scientific articles, software development.Specialties: Artificial Intelligence - Machine Learning (ML), Signal Processing, Scientific Algorithms, B2B, remote.Experience with:- Artificial intelligence techniques (Porsche Engineering / University / Bosch / RAI Software / Intel / DLR) for:
Porsche Engineering
View- Website:
- porscheengineering.com
- Employees:
- 796
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Machine Learning EngineerPorsche EngineeringCluj-Napoca, Cj, Ro
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Machine Learning EngineerPorsche Engineering Mar 2022 - PresentCluj-Napoca, Cluj, Romania -
Machine Learning Engineer For Computer VisionBosch Feb 2019 - Mar 2022Cluj-Napoca, Cluj, RomaniaMachine Learning for Computer Vision - autonomous driving platform: * Writing yaml pipelines and Python code with Tensorflow 1.15 and 2.3 * Neural-Network architecture improvements * Running evaluation and training experiments * Data-topics (ex. finding errors in the image labels) * Participating in interviews with machine-learning topics * Coaching students on machine-learning topics -
Mentor For Deep Learning Nano-DegreeUdacity May 2019 - Oct 2019*Mentoring Udacity's students for the Deep Learning nano-degree in my free time. -
Machine Learning EngineerRai Software Jan 2018 - Dec 2018Bucharest, Romania*Working with Python to build a speech-to-text (STT) feature: - research and decision about STT engine to be used - research and decision about hardware selection - training neural networks for STT*Designed and implemented confidence metric algorithm for speech-to-text transcription*Collaboration with a matematician*Implementing scientific algorithms in Matlab, Python, Julia*Creating and configuring lxc/lxd containers to run specific deep-learning frameworks*Working towards other machine learning algorithms*Work under Linux
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Embedded Software DeveloperLenovo Jan 2017 - Jan 2018Bucharest, RomaniaC software developer for Lenovo switches.Source control: IBM ClearCaseI worked with Linux, C, GDB, Python -
Senior Software EngineerIntel Corporation Jun 2015 - Dec 2016Bucharest, RomaniaR&D engineer:*Understanding and extracting power management algorithms from Android kernel;*Instrumenting Android kernels for power measurement;*Machine learning project with Python and TensorFlow (3 months);*Submitted an article to an internal Intel Software Conference (first author) which was accepted for presentation;*Worked with C, Python, Git, Bash, Linux, Android ADB;*Worked as a RINF subcontractor at Intel Romania for the first 10 months and was offered a full position inside company afterwards; -
LecturerPolitehnica University Of Bucharest Oct 2013 - Sep 2016Bucharest*Teaching Digital Signal Processing (DSP) course and laboratory;*Teaching Pattern Recognition laboratory;*Teaching Decision and Estimation in Information Processing (similar to statistical signal processing) laboratory;*Author and coauthor of over 15 scientific papers in the fields: artificial intelligence, computer vision, remote sensing;*Google Scholar: https://scholar.google.ro/citations?user=HJhhKHsAAAAJ&hl=en&oi=ao*ISI WoS:https://www.webofscience.com/wos/author/record/GSN-2999-2022 -
Associated AssistantUniversity Politehnica Of Bucharest Oct 2009 - Sep 2013Bucharest, RomaniaTeaching machine learning laboratories, mostly during PhD years.
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Software DeveloperVision Research Nov 2009 - Jun 2015Bucharest, Romania*Design and develop a software application (PCC) to control Phantom high speed video cameras and manipulate .cine video files (~200K code lines). Application was developed in C#.NET and made use of Phantom SDK. It also includes measurement tool with auto-tracking functionality, firmware updater.*The main application (PCC) is used by worldwide costumers;*I worked with:- Windows Forms- C# Marshaling- Mixed C#/Native C debug- Source control: TFS*Writing Phantom SDK demos and small tools in Matlab and C/C++*Participating at Phantom SDK design. -
Visiting ResearcherDlr Apr 2012 - Jul 2012Munich Area, Germany*Research on classification of hyperspectral satellite imagery. -
Software Engineer .NetSoftware Business Parteners Feb 2006 - Nov 2009Bucharest, Romania*Developing .NET applications using C# and Windows Forms mostly;*Testing applications;*Source control: SVN;*Note: part-time job during faculty years;
Adrian C. Education Details
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Machine Learning
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University „Politehnica” Bucharest, Faculty Of Electronics, Telecommunication And Information Techn.Electrical, Electronics And Communications Engineering -
National College "Matei Basarab", BucurestiMathematics - Intensive Informatics
Frequently Asked Questions about Adrian C.
What company does Adrian C. work for?
Adrian C. works for Porsche Engineering
What is Adrian C.'s role at the current company?
Adrian C.'s current role is Machine Learning Engineer.
What schools did Adrian C. attend?
Adrian C. attended Universitatea Politehnica Din București, University „politehnica” Bucharest, Faculty Of Electronics, Telecommunication And Information Techn., National College "matei Basarab", Bucuresti.
Who are Adrian C.'s colleagues?
Adrian C.'s colleagues are Nicolas Strauß, Xiaodong Wang, Jakub Holoubek, Simina Stănescu, Ion Fong Chan, Michal Tenkl, Martin Reichenecker.
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