Sofya Loskutova
Ml Engineer (Computer Vision) @Magnet Forensics
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WORK HISTORY
Ml Engineer (Computer Vision) @Magnet Forensics
Videofor\" creates smart video monitoring tech for public safety, alerting users to potential threats in various environments- Optimized inference of object detection and pose estimation models (YOLOv8 and YOLOv8-pose) on CPU which led to a 2x decrease in processing time- Optimized memory usage of Ultralytics neural networks on GPU which allowed to run more models and handle data from additional real-time cameras- Developed and deployed a sabotage detector capable of identifying camera performance problems. This detector reduces the risk of data loss, ensuring uninterrupted surveillance- Developed scripts to automate FPS (Frames Per Second) measurement across various models, resulting in a 2x reduction in testing time- Implemented benchmark tests based on a range of object sizes for object detection models. This helped to determine which models are suitable for specific cameras with varying viewing angles and object sizes.
EDUCATION
Lomonosov Moscow State University (MSU)
Combined Bachelor's and Master's degree
ABOUT SOFYA LOSKUTOVA
AI Engineer with 5+ years experience. Core Expertise: Multi-Agent Systems (MAS) · RAG…
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