Muhammed A.

Key Skills

Software

No software listed

Top Subject Matter

Healthcare – Medical Data & Imaging

Top Data Types

Image

Top Task Types

No task types listed

Freelancer Overview

I have experience working with data through software development projects, research, and technical problem-solving. As a backend developer, I have worked with structured data, APIs, databases, and data organization using Node.js and MySQL. I have also participated in research projects involving Artificial Intelligence and deep learning, including a published study on lung cancer segmentation and classification using Mask R-CNN and CNN models. These experiences helped me develop strong attention to detail, accuracy, analytical thinking, and the ability to work with technical datasets.

Labeling Experience

Medical Image Annotation and AI Data Preparation

ImageClassification

Worked on AI-related research involving medical imaging data for lung cancer segmentation and classification using deep learning models such as Mask R-CNN and CNN. The project involved reviewing, organizing, and preparing image datasets for model training and evaluation, while ensuring data consistency and accuracy. My responsibilities includes image categorization, annotation support, dataset validation, quality checking, and maintaining proper labeling standards to improve model performance. The work required strong attention to detail, analytical thinking, and the ability to follow structured guidelines when handling sensitive and technical datasets.

2024 - 2024

Education

Work History