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Регистрация: 22.12.2023

Michael Litvin

Специализация: Robotics Perception Engineer

Портфолио

Infime

- Computer graphics and image processing algorithms (fast texturing, markers recognition & more). - Solutions for increasing sales both on-line and in-store. - Integration with major e-commerce platforms (Magento, WooCommerce and more). - Cross-platform, in-browser http.

Razor Labs

Hands on: - Detection and tracking. - Defect detection using a Siamese Network. - Fast semantic segmentation using classical techniques - Malfunction prediction. - Geometric projection between cameras. - Consulting, lecturing, on-site deployment, developing Machine Learning infrastructure. Team lead (of 5 algorithm engineers): - Super-resolution of satellite imagery. - Classification of fruits and vegetables in a video stream. - Detection of airplanes in RGB and thermal data. - Detection of people stepping on rails.

Neolithics

- From idea to production, leading the R&D of automated quality control of fruits and vegetables, using cutting edge computer vision and DL techniques. - Designing flexible and robust architecture, researching algorithmic solutions, implementing with Python/Tensorflow in a real-time setting. - Managing a team of algorithm and software engineers.

Скиллы

3D Graphics
C++
Computer Vision
DSP
HTML/CSS
Image Processing
Python
Siamese Network
Tensorflow

Опыт работы

Lead Computer Vision Engineer
с 01.2023 - По настоящий момент |Neolithics
.
From idea to production, leading the R&D of automated quality control of fruits and vegetables, using cutting edge computer vision and DL techniques. Designing flexible and robust architecture, researching algorithmic solutions, implementing with Python/Tensorflow in a real-time setting. Managing a team of algorithm and software engineers.
CTO
05.2021 - 01.2023 |Neolithics
Python, Tensorflow, computer vision, DL techniques
- From idea to production, leading the R&D of automated quality control of fruits and vegetables, using cutting edge computer vision and DL techniques. - Designing flexible and robust architecture, researching algorithmic solutions, implementing with Python/Tensorflow in a real-time setting. - Managing a team of algorithm and software engineers.
Algorithm Engineer / Team Leader
09.2018 - 05.2021 |Razor Labs
Siamese Network
Hands on: - Detection and tracking. - Defect detection using a Siamese Network. - Fast semantic segmentation using classical techniques - Malfunction prediction. - Geometric projection between cameras. - Consulting, lecturing, on-site deployment, developing Machine Learning infrastructure. Team lead (of 5 algorithm engineers): - Super-resolution of satellite imagery. - Classification of fruits and vegetables in a video stream. - Detection of airplanes in RGB and thermal data. - Detection of people stepping on rails.
CTO
с 01.2015 - По настоящий момент |Infime
3D, Computer graphics, Magento, WooCommerce
Developing innovative tech to virtually try-on lingerie in 3D. - Computer graphics and image processing algorithms (fast texturing, markers recognition & more). - Solutions for increasing sales both on-line and in-store. - Integration with major e-commerce platforms (Magento, WooCommerce and more). - Cross-platform, in-browser http.
Algorithms Engineer
06.2014 - 08.2018 |LiveSurface
C++, Computer Graphics, 3d objects
- Developing algorithms for easily modeling 3d objects in photographed images with little user interaction. - This includes research in the domain of Computer Graphics, development of an innovative user friendly modeling procedure, and C++ implementation in a Mac environment.
Teaching Assistant in Computer Graphics
01.2012 - 01.2015 |The Interdisciplinary Center, Herzliya
OpenGL, 3d
- In-person instruction of Computer Graphics to 3rd year CS students. - Materialincludes OpenGL, 3d modeling, ray tracing etc.
MSc DSP student & entrepreneur
11.2010 - 10.2015 |Tel Aviv University
TAU, Android, Tabify, Seebo
Studying DSP/computer vision/image processing in TAU. Had a few technological ventures involving signal processing and Android app development. Current projects: Tabify - an automatic guitar music transcription system. Seebo - gesture. recognition using sensor data.
SW engineer
01.2009 - 01.2011 |Infinigon
C++, Python
- Writing the frontend application for an algo-trading system. - Mainly worked on a Unix platform, using C++ and Python.
SW engineer
03.2006 - 08.2008 |Nokia Siemens Networks
C++, Java, XML/XSLT, Win32 platform
Started at Network Management System (NMS) integration as a student. Mainly worked with C++, Java, XML/XSLT on a Win32 platform. Stayed therefor a year, until graduation. Then moved to network switch embedded programming. Mainly worked with C/C++ on a Linux platform. The job included much Object Oriented design work (incl. UML) and writing a Linux device driver.
Radar technicians team leader
02.2003 - 02.2006 |Israel Defense Forces
.
- Managed a team of 2-4 technicians to keep radars running. - Additionally, written software for use by the department.

Образование

EE: Computer Vision
2011 - 2015
Tel Aviv University
Business Administration
2009 - 2012
Tel Aviv University
Computer Science
2000 - 2007
Open University

Языки

РусскийРоднойАнглийскийСвободно владеюИспанскийБазовыйИвритРодной