- Senior Research EngineerV-Nova2015 - PRESENT
- Researched and developed video compression algorithms.
Technologies: C++, Python, Matlab, CUDA, OpenCL - Associate ProfessorSaint-Petersburg State University2006 - PRESENT
- Maintained research and development activities in computer vision, image processing, and automatic control.
- Participated in a number of joint international research projects.
- Taught graduate level courses: image processing, differential equations, and control theory.
Technologies: Matlab, C++ - Research ScientistIntel Labs2011 - 2015
- Conducted research and development in image processing and computer vision.
- Investigated state-of-art algorithms and analyzed their applicability for real-world problems.
- Implemented proof of concept solutions.
- Disclosed my own ideas for patent applications.
- Analyzed 3rd party patents.
Technologies: Matlab, C, C++, OpenCV, PCL, IPP, TBB, MKL - Senior DeveloperEncoding.com2009 - 2011
- Created a cross-platform desktop application (Adobe AIR) interfacing a cloud-based media encoding service via an API.
- Created a custom Flash video player (Vid.ly).
- Created a media uploader Flash app.
- Consulted back-end developers on encoding standards and codec settings.
Technologies: Adobe Flash/Flex/AIR - Algorithm DeveloperImagineer Systems2009 - 2011
- Led algorithmic development for an Imagineer Mocha Pro - one of the most popular tools in the field of post-production and VFX, widely used by cinema artists.
- Developed a high-performance computational engine solving a number of computer-vision problems.
- Integrated solutions with a variety of 3rd party software, including Adobe AfterEffects, Autodesk Maya, Maxon Cinema4D, and The Foundry Nuke.
Technologies: C++, Matlab, Python - Senior DeveloperRussian Web Service2006 - 2010
- Created a platform solution for 3D modelers including plugin utilities extending Autodesk 3DMax, render farm management tools, real-time data feed processors, 3D viewers, and more.
Technologies: C++, Autodesk 3DMax Script, Lua, HLSL
Ivan Makeev
London, United Kingdom
Member since October 28, 2013
Ivan is an algorithm developer and research scientist (PhD) with a strong mathematical and algorithmic background. He is interested in complex projects related to various aspects of computer science, specifically in deep learning, computer vision, and video analytics.
Ivan is now available for hire
Portfolio
- V-NovaC++, Python, Matlab, CUDA, OpenCL
- Saint-Petersburg State UniversityMatlab, C++
- Intel LabsMatlab, C, C++, OpenCV, PCL, IPP, TBB, MKL
Experience
- Mathematics, 13 years
- Algorithms, 10 years
- C++, 10 years
- OpenCV, 8 years
- Computer Vision, 8 years
- Deep Learning, 3 years
- Python, 3 years
- TensorFlow, 2 years
Availability
Part-time
Preferred Environment
Windows, Python, MSVS, Git
The most amazing...
...thing I've made is a 3D reconstruction engine from a regular video stream for an advanced post-production platform used by cinema artists and VFX creators.
Employment
Experience
- 3DLook (Development)http://3dlook.me/3dlook-technology
Body measurements using mobile phone camera. Deep deformable models for human body pose and shape estimation.
- V-Nova (Development)https://www.v-nova.com/
Deep learning for image and video compression. End-to-end trainable image compression architectures under challenging real-time constraints.
- Observe Technolgies (Development)http://observe.tech/
Deep recurrent fully-convolutional real-time architectures for simultaneous object detection, classification, and tracking for applications in aquaculture.
- BorisFX (Imagineer) Mocha (Development)https://borisfx.com/products/mocha/
Post-production and VFX platform widely used by cinema artists. Implemented algorithms for precise object tracking and structure-from-motion.
- Snappr Photo Analyzer (Development)https://www.snappr.co/photo-analyzer/
LinkedIn profile photo analyzer for Snappr.
- Encoding.com (Development)http://www.encoding.com/
I created a cross-platform desktop app (Adobe AIR) interfacing the world's largest encoding service.
Skills
- LanguagesPython, C++, C
- FrameworksMachine Learning, Boost
- Libraries/APIsTensorFlow, OpenCV, Scikit-learn
- OtherData Structures, Algorithms, Image Processing, Computer Vision, Deep Learning, Mathematics, Problem Solving, Digital Signal Processing, Statistics, Numerical Methods, Data Analysis, Time Series Analysis, Bayesian statistics, FreeRTOS, Analytics, Sensor Data, Network Programming
- ToolsVisual Studio, 3ds Max
- ParadigmsAugmented Reality, Concurrent Programming
- PlatformsLinux, Windows
Education
- PhD degree in Applied Mathematics, Computer ScienceSaint-Petersburg State University - Saint-Petersburg, Russia2005 - 2008
- Master's degree in Applied Mathematics, Computer ScienceSaint-Petersburg State University - Saint-Petersburg, Russia2000 - 2005
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