Abdalla Bakr

Key Skills

Software

Roboflow

Top Subject Matter

No subject matter listed

Top Data Types

Image

Top Label Types

Classification

Freelancer Overview

I am an Artificial Intelligence student with hands-on experience in data analysis, data preprocessing, and AI model development. My background includes working with large-scale datasets such as the NetMob 2023 challenge, where I processed and analyzed over 440 billion geo-referenced data points to extract usage patterns and trends. I am skilled in Python, Pandas, NumPy, and data visualization tools like Matplotlib, and have built automated ETL pipelines for handling and preparing high-volume, real-world data, including e-commerce and mobile traffic data. My projects often focus on data cleaning, feature engineering, and preparing training data for machine learning models, such as building disease prediction systems using both classical and neural network approaches. I am comfortable with database management (MySQL, MongoDB), version control, and collaborating in team-based software projects, and I am eager to apply my technical and analytical skills to support high-quality AI training data and annotation workflows.

Labeling Experience

Animal behavior CNN

RoboflowImageClassification

The project start to finish was to create behavior detection CNN for cats, I've worked through the establishment of the CNN, fine tuning, data gather, data labeling and cleaning. You can find out about it in my github https://www.github.com/qxisa

The project start to finish was to create behavior detection CNN for cats, I've worked through the establishment of the CNN, fine tuning, data gather, data labeling and cleaning. You can find out about it in my github https://www.github.com/qxisa

2025 - 2025

Education

Work History