Michael Litvin
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.