Sabyr Berikuly

Adapted and extended the ESVM core video analytics platform into multiple domain-specific production systems. Led backend development for SAPARAI (Road Video Analytics & Automatic Fine System): supported pipelines processing 15M+ daily events from live video streams; implemented automated fine issuance workflows with secure E-Gov integrations; integrated edge video sources (Dahua/Hikvision) with RTSP, device authentication, and event ingestion. Contributed to ClickHouse implementation for real-time analytics and dashboards; improved scalability and maintainability of the ESVM platform.

Developed a video analytics microservice with OpenCV + YOLOv8 for real-time object detection; built an async FastAPI pipeline with streaming frame endpoints; designed a smart waste bin system using ultrasonic sensors and alert logic; wrote 1000+ Pytest cases with 95%+ coverage; Dockerized and deployed services with 99.8% uptime.

Developed a video analytics microservice with OpenCV + YOLOv8 for real-time object detection; built an async FastAPI pipeline with streaming frame endpoints; designed a smart waste bin system using ultrasonic sensors and alert logic; wrote 1000+ Pytest cases with 95%+ test coverage; Dockerized and deployed services with 99.8% uptime.