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haider abbasi

@haiderabbasi1

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Computer Vision Engineer at Upwork Projects, shipping AI video pipelines and accelerating footage processing 2.7×.

Pakistan

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At Upwork Projects (Remote Consulting), I built PremierPro Wedding Engine, an AI-driven multi-camera post-production pipeline that detects unusable footage and outputs a review-ready Adobe Premiere Pro timeline. I also integrated video understanding and event categorization into the automation pipeline.

I accelerated long-form footage processing with CUDA/OpenCV, reducing processing time for 2.5 hours of footage from about four hours to about 90 minutes. At Institute of Space Technology Islamabad, I developed radiometric calibration and image correction pipelines and contributed features to OpenDroneMap.

Experience

Work history, roles, and key accomplishments

Current

Computer Vision / Deep Learning Engineer

Current

Upwork

Mar 2023 - Present (3 years 6 months)

Built AI-driven multi-camera post-production pipelines and delivered end-to-end computer vision systems, including classification, detection, and segmentation models. Optimized GPU throughput and deployed models via ONNX/TorchScript.

Python PyTorch OpenCV CUDA Onnx TorchScript YOLO ConvNext InternVideo Deep Seek Ollama TensorFlow Keras NumPy Matplotlib scikit learn

Current

Udemy Instructor

Current

Udemy

Jun 2020 - Present (6 years 3 months)

Developed multiple projects involving computer vision, machine learning, and robotics. Built a level-3 self-driving car in ROS2 simulation and hardware.

Computer Vision Machine Learning Robotics ROS2

Computer Vision Developer/Researcher

Institute of Space Technology Islamabad

Aug 2019 - Jun 2020 (10 months)

Developed radiometric calibration pipelines and image undistortion algorithms. Contributed to OpenDroneMap and learned advanced software development techniques.

OpenCV Matlab BASH Linux Photogrammetry Radiometric Image Processing

Computer Vision Research Engineer

Burqstream Technologies

Mar 2019 - Aug 2019 (5 months)

Developed drone FOV estimation and tracking algorithms, and worked on vegetation detection in satellite imagery. Gained experience in camera calibration and 3D reconstruction.

OpenCV Matlab Pix4D VisualSFM Point Clouds Orthomosaic Camera Calibration 3D Reconstruction