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Hossam Ismail

Hossam Ismail

"Experienced Data Labeler Specializing in Quality Control and Annotation" "

Egypt flagcairo, Egypt
$25.00/hrIntermediateData Annotation TechInternal Proprietary Tooling

Key Skills

Software

Data Annotation TechData Annotation Tech
Internal/Proprietary Tooling

Top Subject Matter

Experience in labeling and annotating imagery and sensor data used for developing self-driving car technologies.
Specialized in classifying and annotating medical images, including X-rays and MRIs, to support diagnostic tools and medical AI applications.
Proficient in annotating and classifying satellite images for applications in environmental monitoring and geographic information systems (GIS).

Top Data Types

3D Sensor
AudioAudio
ImageImage

Top Task Types

Classification
Land Cover Classification
Polygon
Polyline
Segmentation

Freelancer Overview

I have extensive experience in data labeling and AI training data, specializing in creating high-quality annotated datasets for machine learning models. My expertise includes working with various types of data, such as images, text, and video, and utilizing advanced labeling tools and platforms to ensure accuracy and consistency. Key projects include annotating large-scale datasets for autonomous vehicles, which involved precise object detection and classification, and contributing to medical imaging projects to enhance diagnostic tools. I am proficient in quality control and data validation, ensuring that the labeled data meets the highest standards for training robust AI models. My strong attention to detail and ability to manage complex projects make me adept at handling diverse and challenging data labeling tasks. These skills, combined with my experience in collaborating with cross-functional teams, position me well to contribute effectively to AI training and data labeling projects.

IntermediateArabicEnglish

Labeling Experience

Quality Assurance Team Leader

Internal Proprietary ToolingImagePolygonSegmentation
In this project, I led the data labeling efforts for a critical autonomous vehicle development initiative, focusing on creating high-quality annotated datasets to train machine learning models. The key elements of the project included: Scope: Annotated thousands of images captured from various driving environments, including urban streets, highways, and rural areas. The project involved detailed labeling of objects such as other vehicles, pedestrians, traffic signs, road markings, and environmental features. Objectives: To provide precise and reliable data for developing and refining object detection and recognition algorithms used in autonomous vehicles. Ensured that the labeled data accurately represented real-world scenarios to enhance the vehicle's ability to perceive and react to its surroundings. Tools and Techniques: Utilized advanced data labeling tools such as Labelbox for its robust annotation features and VGG Image Annotator for its flexibility. Implemented custom scripts

In this project, I led the data labeling efforts for a critical autonomous vehicle development initiative, focusing on creating high-quality annotated datasets to train machine learning models. The key elements of the project included: Scope: Annotated thousands of images captured from various driving environments, including urban streets, highways, and rural areas. The project involved detailed labeling of objects such as other vehicles, pedestrians, traffic signs, road markings, and environmental features. Objectives: To provide precise and reliable data for developing and refining object detection and recognition algorithms used in autonomous vehicles. Ensured that the labeled data accurately represented real-world scenarios to enhance the vehicle's ability to perceive and react to its surroundings. Tools and Techniques: Utilized advanced data labeling tools such as Labelbox for its robust annotation features and VGG Image Annotator for its flexibility. Implemented custom scripts

2023

Education

No Education added yet

Hossam I. hasn’t added any Education History to their OpenTrain profile yet.

Work History

M

micro engineering

Quality Control Data Annotation

nasr
2023 - Present
M

micro engineering

Quality Control Data Annotation

nasr
2023 - Present