Saith Awab

OpenCV Developer

Fiverr

Feb 2021 - Present • 5 yrs 3 mos

Engineered Image Processing Pipelines: Designed and developed robust, real-time computer vision applications using OpenCV, Python, and C++ for tasks such as object detection, segmentation, and feature extraction. Edge AI Deployment: Deployed deep learning models onto resource-constrained edge devices (e.g., NVIDIA Jetson, Raspberry Pi, Edge TPU), ensuring seamless operation outside of traditional cloud environments. Model Optimization & Acceleration: Accelerated inference speeds by converting and optimizing models using frameworks like NVIDIA TensorRT, ONNX Runtime, and OpenVINO. Video Analytics: Built and integrated real-time video streaming pipelines using GStreamer and RTSP protocols to process multiple camera feeds simultaneously with high FPS. Algorithm Optimization: Applied advanced image processing techniques (morphological operations, contour detection, filtering) to pre-process data and improve the accuracy of downstream neural networks. End-to-End MLOps: Containerized AI applications using Docker to ensure consistent deployment across various edge hardware and managed version control through Git.