Key Skills

Software

Axiom AI

Diffgram

Top Subject Matter

Image labeling

LLM evaluation Arabic.

Video analysis

Top Data Types

Image

Video

Top Task Types

Action Recognition

Data Collection

Emotion Recognition

Object Detection

Tracking

Freelancer Overview

I have hands-on experience in data labeling and AI training data management, where accuracy, attention to detail, and an understanding of data nuances are critical. In a recent project, I led a team responsible for annotating and labeling large datasets for machine learning models aimed at improving computer vision capabilities. This involved categorizing complex image data, creating metadata, and ensuring the consistency of labeled datasets, which required a firm grasp of the project objectives, model requirements, and feedback loops to fine-tune the process. I also implemented quality control measures that significantly improved annotation precision and streamlined the labeling workflow, reducing errors by over 15%. One of my key skills in this area is my ability to leverage automation tools to expedite repetitive tasks without sacrificing accuracy, thus optimizing the labeling process. I am proficient in using various annotation software and custom-built scripts to manage data efficiently and uphold high standards. My combination of technical skill, commitment to data quality, and strategic approach to streamlining workflows has made me an asset to teams working on AI and machine learning projects.

Labeling Experience

Facial Recognition in Security Systems

DiffgramVideoObject DetectionAction Recognition

This involved labeling facial images for a facial recognition system used in security and surveillance. The task was to annotate various facial features and expressions across different lighting conditions and angles to train a model capable of identifying individuals with high accuracy under various environmental conditions.

This involved labeling facial images for a facial recognition system used in security and surveillance. The task was to annotate various facial features and expressions across different lighting conditions and angles to train a model capable of identifying individuals with high accuracy under various environmental conditions.

2024 - 2024

Sports Analysis for Performance Improvement

Axiom AIImageAction RecognitionTracking

This project required labeling images from various sports activities to analyze athlete performance and movements. The annotations included positions, movements, and equipment used by athletes, providing data to train models that coaches and sports analysts use to enhance training regimens, prevent injuries, and improve game strategies.

This project required labeling images from various sports activities to analyze athlete performance and movements. The annotations included positions, movements, and equipment used by athletes, providing data to train models that coaches and sports analysts use to enhance training regimens, prevent injuries, and improve game strategies.

2023 - 2024

Education

Work History