Cao Vu Clovis B.

Lead Developer

4310 dollar
Freelancer
8 years
Paris, FRANCE

My experience

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LTUJuly 2019 - Present

* Lead and contribute to a research team developing new pipeline for Content Based 3D Object Retrieval, including 3D Object Reconstruction, Indexation, Search and Filter.
* Develop this highly accurate 3D computer vision processing module as well as partnering cross-functionally with teams such as Product and Engineering.
* Define and execute research roadmap, decompose production requirements into a set of engineering, experiment with new processing techniques, and ensure key requirements are understood and key deliverables, across the entire product, are met.
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Levels3DFebruary 2014 - July 2019

Being responsible for research activity, take charge of the development as well

as the evolution of the company's software product.

SEMENTIC 3D AUTOMODEL Project
* An evolution of the reconstruction project of existing interior environments, the process of modeling primitive elements is accelerated via the semantic segmentation of Deep Learning. A neural network is developed using a private database. The delivered model is integrated into the existing Automodel3D
module in order to infer and extract primitive elements.

* Knowledge Techniques:
* Semantic segmentation, 3D object classification
* PointNet ++, PointCNN convolutional neural networks
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Levels3DFebruary 2015 - February 2019

* In the CIFRE thesis at Levels3D, I researched algorithms and methods of reconstruction of a 3D presentation, then implemented them to build a system allowing to reconstruct in real time a 3D model of an existing interior environment by a specific smartphone or tablet by making acquisition movements of 6 degrees of freedom.
This system also makes it possible to automatically extract 2D architectural plans from the point cloud or from the resulted mesh by defining / or not a section plane.

■ Technical knowledge:
• Computer vision, image processing
• 3D acquisition, 3D reconstruction
• 3D modeling, algorithmic geometry
• Calculation optimization, architectural design
• Design patterns, object oriented programming

■ Technologies used:
• C, C ++ 11, STL, RTTI, Smart pointers
• Objective C, iOS, Accelerate

My stack

Analysis methods and tools

Functional Programming, JIRA, Design Patterns, Scrum

IT Infrastructure

iOS, Git

Others

Algorithms

Frameworks

OpenCV, OpenGL

Machine Learning

Neural networks

Technologies

NumPy

Graphic

Image Processing

Other

3D

Languages

C++, OOP, UML, STL, Objective-C, C/C++

My education and trainings

Doctor of Philosophy, Engineering Science - Université de Technologie de Troyes2015 - 2018

Engineer's degree - Product Engineering - Grenoble INP - Génie industriel2010 - 2013

- Danang University of Science and Technology2007 - 2010