Ahmed F.

Key Skills

Software

Other

Appen

Clickworker

Data Annotation Tech

Top Subject Matter

Aviation NLP (speech data)

Technical English transcription (aviation/technical domain)

Aviation communications and evaluation

Top Data Types

Audio

Text

Image

Top Task Types

Data Collection

Transcription

Text Generation

Evaluation/Rating

Question Answering

Polyline

Classification

Segmentation

Bounding Box

Text Summarization

Red Teaming

Fine-tuning

Freelancer Overview

AI Data Contributor (Aviation Domain). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, Cairo (2022). AI-training focus includes data types such as Audio and labeling workflows including Data Collection, Transcription, and Evaluation.

Labeling Experience

Aviation Domain Evaluation (via AI data contribution)

Audio

Assessed model outputs and data quality as part of aviation-oriented AI/annotation work. Reviewed content for accuracy, relevance, and compliance with expected communication standards. Applied domain knowledge to ensure responses aligned with aviation terminology and context. • Evaluated responses for factual correctness • Checked tone and technical relevance for aviation context • Ensured output consistency with expected aviation communication patterns • Supported iterative dataset/model quality improvements

2024 - 2024

AI Data Contributor (Aviation Domain)

AudioData Collection

Contributed to Natural Language Processing (NLP) initiatives focused on aviation-specific speech data. Performed labeling and annotation of aviation audio to support downstream modeling. Reviewed and ensured data quality by identifying and correcting linguistic artifacts from automated speech-to-text outputs. • Labeled and annotated aviation speech data for NLP • Evaluated AI-generated responses for factual accuracy, tone, and technical relevance • Flagged and corrected transcription artifacts in speech-to-text outputs • Supported dataset improvements for aviation domain models

2023 - 2024

Technical English Transcriptionist & Language Editor

OtherAudioTranscription

Managed technical audio transcription work to generate and refine text datasets for quality use. Transcribed and edited high-complexity audio with emphasis on technical terminology and industry-specific jargon. Conducted proofreading and formatting to meet strict English grammar and syntax benchmarks for dataset readiness. • Transcribed high-complexity audio files into clean English text • Edited transcripts to ensure correct technical terminology • Proofread and formatted transcripts for grammar and syntax compliance • Maintained high-volume turnaround time (TAT) on self-managed workload

2022 - 2024

Education

Work History