Associate Professor
2006 - PRESENTSaint Petersburg State University- 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++Principal Research Engineer
2015 - 2019V-Nova- Researched and developed video compression algorithms.
Technologies: C++, Python, Matlab, CUDA, OpenCLResearch Scientist
2011 - 2015Intel Labs- Conducted research and development in image processing and computer vision.
- Investigated state-of-the-art algorithms and analyzed their applicability for real-world problems.
- Implemented proof-of-concept solutions.
- Disclosed my own ideas for patent applications.
- Analyzed third-party patents.
Technologies: Matlab, C, C++, OpenCV, PCL, IPP, TBB, MKLSenior Developer
2009 - 2011Encoding.com- 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/AIRAlgorithm Developer
2009 - 2011Imagineer Systems- 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 third-party software, including Adobe After Effects, Autodesk Maya, Maxon Cinema4D, and The Foundry Nuke.
Technologies: C++, Matlab, PythonSenior Developer
2006 - 2010Russian Web Service- 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
Mathematics Developer in 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
- Saint Petersburg State UniversityMatlab, C++
- V-NovaC++, Python, Matlab, CUDA, OpenCL
- 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
Languages
C, Python, C++Libraries/APIs
TensorFlow, OpenCV, Scikit-learnTools
MATLAB, Flash, Microsoft Visual Studio, 3ds MaxOther
Algorithms, Mathematics, Computer Vision, Data Structures, Deep Learning, Machine Learning, Image Processing, Freelance, Problem Solving, Time Series Analysis, Numerical Methods, Data Analysis, Augmented Reality (AR), Statistics, Digital Signal Processing, Bayesian Statistics, Sensor Data, Analytics, Network ProgrammingPlatforms
Linux, WindowsFrameworks
BoostParadigms
Concurrent Programming
Education
- PhD degree in Applied Mathematics, Computer Science2005 - 2008Saint-Petersburg State University - Saint-Petersburg, Russia
- Master's degree in Applied Mathematics, Computer Science2000 - 2005Saint-Petersburg State University - Saint-Petersburg, Russia
