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Muhammad Khizar Khan

@muhammadkhizarkhan

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Electronics engineer specializing in computer vision, data annotation, and ML workflows.

Pakistan

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What I'm looking for

I seek roles focused on computer vision and ML data pipelines where I can apply precise annotation, dataset preparation, and automation to accelerate model development and scale impact.

I am an Electronics Engineering graduate with hands-on experience in computer vision, data annotation, and machine learning tasks, delivered through freelance platforms like Fiverr and Upwork. I have executed image, video and text annotation projects using techniques such as keypoint, bounding box, polygon and polyline annotations, and applied OpenCV and web-scraping tools to support datasets and pipelines.

I consistently focus on accuracy, scalability, and AI-ready data preparation to accelerate model development and deployment. I bring a strong academic foundation and practical freelance track record, and I aim to contribute reliable annotation, preprocessing, and data engineering support to ML and CV teams.

Experience

Work history, roles, and key accomplishments

Image Annotator

Cita Delta Innovation

Nov 2023 - Feb 2024 (3 months)

Completed a 3-month contract with Citadelta Innovation on an agricultural computer vision project. Used CVAT as the annotation tool to label agave plants in aerial images following detailed project documentation. Accurately created bounding boxes for live, dry, and dead agaves, identified gaps within planting lines, and marked non-visible points in dense undergrowth areas.

Image Annotation Platforms CVAT Bounding Boxes Quality Assurance Quality Control Data Annotation

Data Annotation Specialist

Upwork

Provided freelance annotation services including image/video/keypoint/bounding box labeling and text annotation to support AI/ML projects; utilized OpenCV and web scraping tools for dataset creation. Ensured accurate, consistent labels for model training.

Data Annotation Annotating Bounding Box Polygon Computer Vision OpenCV Selenium

Data Annotation Specialist

Fiverr

Delivered data annotation services (image, video, text) including keypoint, bounding box, polygon, and polyline annotations to support computer vision model training for multiple clients. Improved dataset quality and labeling throughput for ML projects.