Computer Vision & AI Vision Systems by Svetlana RumyantsevaComputer Vision & AI Vision Systems by Svetlana Rumyantseva
Computer Vision & AI Vision SystemsSvetlana Rumyantseva
Cover image for Computer Vision & AI Vision Systems
I design and build end-to-end Computer Vision and AI vision systems for real-world, industrial, and specialized applications.
I can work across the complete Computer Vision pipeline — from dataset preparation and hardware integration to AI model development, backend infrastructure, servers, and production deployment.
This includes dataset collection and preparation, annotation strategy, data cleaning and preprocessing, image and video pipelines, object detection, classification, segmentation, tracking, OCR, anomaly and defect detection, visual inspection, and multimodal AI systems.
I can also work with cameras, sensors, edge devices, and other specialized hardware, including data acquisition, device-to-server communication, synchronization of different data sources, APIs, and integration of hardware-generated data into AI pipelines.
On the infrastructure side, I can build backend services, processing servers, databases, cloud infrastructure, model-serving pipelines, monitoring, and integrations with existing systems.
I can develop the complete Computer Vision system from data and hardware to a working AI product, or integrate individual vision components into an existing platform. The architecture is designed for reliability, scalability, and production use.
Contact for pricing
Duration1 week
Tags
Computer Vision
Machine Learning
Artificial Intelligence
Service provided by
Svetlana Rumyantseva Panama City, Panama
Computer Vision & AI Vision SystemsSvetlana Rumyantseva
Contact for pricing
Duration1 week
Tags
Computer Vision
Machine Learning
Artificial Intelligence
Cover image for Computer Vision & AI Vision Systems
I design and build end-to-end Computer Vision and AI vision systems for real-world, industrial, and specialized applications.
I can work across the complete Computer Vision pipeline — from dataset preparation and hardware integration to AI model development, backend infrastructure, servers, and production deployment.
This includes dataset collection and preparation, annotation strategy, data cleaning and preprocessing, image and video pipelines, object detection, classification, segmentation, tracking, OCR, anomaly and defect detection, visual inspection, and multimodal AI systems.
I can also work with cameras, sensors, edge devices, and other specialized hardware, including data acquisition, device-to-server communication, synchronization of different data sources, APIs, and integration of hardware-generated data into AI pipelines.
On the infrastructure side, I can build backend services, processing servers, databases, cloud infrastructure, model-serving pipelines, monitoring, and integrations with existing systems.
I can develop the complete Computer Vision system from data and hardware to a working AI product, or integrate individual vision components into an existing platform. The architecture is designed for reliability, scalability, and production use.
Contact for pricing