Web Developer Research Assistant

Dr.Ing Xuan Vinh Nguyen

Curriculum Vitae

Personal Data

Birthday: 16/09/1985

Place of birth: Vietnam

Sex: Male

Nationality: German

Address: A33309 Vinhomes Gardenia, Ham Nghi, phuong Cau Dien, quan Nam Tu Liem, Ha Noi

Mail: ************@*****.***

Phone: 097*******

Status: Married

Working experience

10/2021–03/2022 Senior Machine Learning Engineer, FPT Software, Ho Chi Minh City, Vietnam

Product Lead - Camera 360

Investigate technical aspects of the product in after-sale market direc- tion

Lead the technical implementation of advanced features and extension for a large variety of automotive vehicles

Design detailed plan for product feature releases Calibration tem lead

Develop the calibration pipeline for after-sale market production

Calibration software development - C++, Git, VS Code 04/2021–09/2021 Senior AI Engineer, VinAI Research, Ho Chi Minh City, Vietnam Technical Lead - 360 Surrounding View Monitoring Product 1/5

Design of intrinsic and extrinsic camera calibration stations

Develop intrinsic and extrinsic calibration tools for car production line

Build surrounding, top, front, rear, side views from fisheye cameras using OpenGL ES techniques

Calibration team lead

Planning and calibration task assignment

Manage technical aspects of LIDAR, radar and camera offline and online calibration in automotive field

Support the development of perception modules in autonomous driving, i.e LCC, Autoparking

12/2018–06/2021 Algorithm developer, Samvardhana Motherson Group (SMR) Auto- motive, Stuttgart, Germany

Camera Monitoring System (CMS)

Development of intrinsic and extrinsic camera calibration algorithms for different types of narrow and wide-angle cameras: analysis, opti- mization, evaluation and documentation.

Implementation and evaluation of stereo-camera calibration techniques.

Simulating and developing several industrial solutions for PC as well as embedded systems.

Synthetic and practical software test implementation: scenario design, evaluation and documentation.

Daily programming languages: C++, Matlab, Python.

Experiences with software team development tools: SVN, Visual Studio, Git.

Basic knowledge with software management tools: DOORs. Analysis and evaluation of intelligent car supporting features

Evaluating the feature performance of third-party companies in an industrial car solution.

04/2014–11/2018 Research assistant, Center for Sensorsystem - ZESS, University of Siegen, Germany

Member of Research Training Group 1564.

Experiences with Deep Learning

Compressive learning for image classification or denoising using different deep neural networks, i.e. convolutional neural network (CNN), auto encoder-decoder.

Practical experiences with Tensorflow, Keras framework on GPUs. Experiences with 3D Imaging System

Time-of-flight sensor development, i.e. PMD, Texas Instrument cam- eras.

Signal processing: optical signal modulation and demodulation scheme optimization.

Good knowledge of radar, lidar signal processing techniques. 2/5

Deep knowledge and experiences with linear and non-linear opti- mization methods

Compressed Sensing for Image Reconstruction using a variety of nu- merical optimization algorithms, i.e l1-minimization, TV-minimization.

Good knowledge of Stochastic Processes for state estimation tech- niques, i.e ML, MAP, Kalman Filter.

Software and simulation tool development: Matlab, Python. 01/2014–03/2014 Web developer, Babymarkt company, Dortmund, Germany

Back-end system development using PHP, CSS, Jquery.

Database management with MySQL.

04/2013–08/2013 Web developer, Redimed company, Perth, Australia

PHP, CSS, Jquery on Codeigniter Framework, RESFUL Server.

Database management with MySQL.

11/2011–09/2012 Master thesis, Research Im Motion, Blackberry, Bochum, Germany Robust Real-Time 3D Hand Gesture Control for Mobile Device using TOF camera

Development of a C++ application on the Blackberry Playbook plat- form.

Image processing for hand gesture recognition using OpenCV.

Object tracking using Kalman Filter.

Multi-threading C++ programming for a real-time application. 02/2011–11/2011 Part-time job, rent-a-guide, Bochum, Germany

PHP, CSS, Jquery on Template SolarPHP.

Database management with MySQL.

06/2008–08/2009 Telecommunication Engineer, TMA Solutions - Nortel Partner, Ho Chi Minh City, Vietnam

Working with VOIP/IP PBX systems.

Set up a physical network with Switch and Modem.

Experiences with Window and Linux systems.

Education

04/2014–08/2018 PhD Student, Electronics Engineering, University of Siegen, Germany

Main Topic: Resolving Multi-path Interference in TOF camera with Multiple Frequency Acquisition using Compressed Sensing Arguments.

Deep knowledge on Compressed Sensing Theory and Sparse Image Reconstruction Algorithms.

Good knowledge in Computer Vision, Image Processing, Machine Learning and Deep Learning.

Basic knowledge in Reinforcement Learning.

04/2010–09/2012 Master, Electronics Engineering, Ruhr University of Bochum, Germany 3/5

08/2003–08/2008 Bachelor, Telecommunication Engineering, Ho Chi Minh University of Technology, Vietnam

Student of PFIEV – Programme de Formation d’Ingenieur d’Excellence au Vietnam, an education cooperation program between Vietnamese and French governments.

Bachelor thesis: MEMS Configurable Antennas with Beam-Forming phase shifter.

Scholarship

04/2011–09/2012 RIM scholarship for 10 excellent master students, Elektrotechnik und Informatiktechnik, Ruhr Uni Bochum

Technical skills

Team and individual working skills

Programming skills: C++, Matlab, Python and Script programming High motivation and ambition for learning new things High-structural working behavior with good documentation and presentation skills

Good analytical capabilities for solving difficult problems Good knowledge in mathematics

Languages

English: fluent in both spoken and written

German: fluent in spoken and good in written

Vietnamese: mother tongue

Hobbies

Sport: football, badminton

Listen to music

Reading books

References

Prof Dr.Ing Otmar Loffeld ZESS, University of Siegen, Germany *******@****.***-******.**

Papers

Vinh Nguyen Xuan, W. Weihs and O. Loffeld, Illumination, phase step optimization and improvements in simultaneous multiple frequency measurement for Time-of-Flight sensors, 2015 International Conference on 3D Imaging (IC3D), Liege, 2015, pp. 1-6. V. N. Xuan, K. Hartmann, W. Weihs and O. Loffeld, Multi-target super-resolution using compres- sive sensing arguments for multipath interference recovery, 2016 4th International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 4/5

Aachen, 2016, pp. 148-152.

V. N. Xuan, K. Hartmann, W. Weihs and O. Loffeld, Combined based on minimum distance orthog- onal matching pursuit method for support recovery improvement in super-resolution compressed sensing, 2016 4th International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), Aachen, 2016, pp. 257-261. V. N. Xuan, K. Hartmann, W. Weihs and O. Loffeld, Modified orthogonal matching pursuit for multiple measurement vector with joint sparsity in super-resolution compressed sensing, 2017 51st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, 2017, pp. 840-844. V. N. Xuan and O. Loffeld, A Deep Learning Framework for Compressed Learning and Signal Reconstruction, 2018 5th International Workshop on Compressed Sensing Theory and its Ap- plications to Radar, Sonar and Remote Sensing (CoSeRa), Siegen, in publishing. Code link: https://github.com/vinhnxuan/Compressed-learning

5/5

Contact this candidate