Adrian C. Email & Phone Number

Cluj-Napoca, Cj, Ro

Cluj-Napoca, Cj, Ro

Cluj-Napoca, Cluj, Romania

Cluj-Napoca, Cluj, Romania

Machine 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

*Mentoring Udacity's students for the Deep Learning nano-degree in my free time.

Bucharest, 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

Bucharest, Romania

C software developer for Lenovo switches.Source control: IBM ClearCaseI worked with Linux, C, GDB, Python

Bucharest, Romania

R&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;​

Bucharest

*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

Bucharest, Romania

Teaching machine learning laboratories, mostly during PhD years.

Bucharest, 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.

Munich Area, Germany

*Research on classification of hyperspectral satellite imagery.

Bucharest, Romania

*Developing .NET applications using C# and Windows Forms mostly;*Testing applications;*Source control: SVN;​*Note: part-time job during faculty years;

Doctor Of Philosophy (Phd), Machine Learning

Dissertation title: Computational intelligence models for computer vision. Dissertation details: Neural network model to improve.

Master Of Engineering - Meng, Electrical, Electronics And Communications Engineering

Specialization: Information Technology Subsection: Computer Vision and Artificial Intelligence (IFIA) *** Degree is Diplom-Ingenieur.

High School, Mathematics - Intensive Informatics