Ramah Saad

Key Skills

Software

Remotasks

CVAT

CloudFactory

Labelbox

Top Subject Matter

Large Language Model Evaluation

Transcription Editing and Quality Assurance

General Audio Transcription

Top Data Types

Text

Audio

3D Sensor

Image

Video

Top Task Types

Transcription

Segmentation

Classification

Freelancer Overview

AI Content Evaluator/Business Analyst. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Remotasks. Education includes Bachelor of Science, University of Nairobi (2020) and Master of Science, N/A (2020). AI-training focus includes data types such as Text, Audio, and 3D Sensor and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

Cloud Data & Software Intern—CloudFactory AI

CloudfactoryImageClassification

During my internship at CloudFactory AI, I labeled computer vision and NLP datasets in support of AI training pipelines. I performed thorough QA checks to ensure annotation accuracy and readiness for modeling. I managed dataset workflows within AWS cloud environments for scalable distribution. • Labeled image and text data for machine learning projects. • Performed QA to guarantee high-quality labels. • Utilized AWS for cloud-based data annotation. • Supported AI data preprocessing tasks.

During my internship at CloudFactory AI, I labeled computer vision and NLP datasets in support of AI training pipelines. I performed thorough QA checks to ensure annotation accuracy and readiness for modeling. I managed dataset workflows within AWS cloud environments for scalable distribution. • Labeled image and text data for machine learning projects. • Performed QA to guarantee high-quality labels. • Utilized AWS for cloud-based data annotation. • Supported AI data preprocessing tasks.

2025 - Present

AI Content Evaluator/Business Analyst

Text

As an AI Content Evaluator for Turing on the Computer Evals project, I assessed AI-generated responses across various domains for accuracy, relevance, and safety. My evaluations focused on comparing multiple model outputs and ranking them according to established quality benchmarks. The structured feedback I provided improved the overall performance of large language models. • Evaluated AI-generated outputs for correctness and factual integrity. • Conducted prompt-response analysis to detect inconsistencies and biases. • Ranked and rated responses for comparative model assessment. • Documented insights for refining AI model training data.

As an AI Content Evaluator for Turing on the Computer Evals project, I assessed AI-generated responses across various domains for accuracy, relevance, and safety. My evaluations focused on comparing multiple model outputs and ranking them according to established quality benchmarks. The structured feedback I provided improved the overall performance of large language models. • Evaluated AI-generated outputs for correctness and factual integrity. • Conducted prompt-response analysis to detect inconsistencies and biases. • Ranked and rated responses for comparative model assessment. • Documented insights for refining AI model training data.

2024 - Present

AI Data Specialist—Freelance Projects

CVAT3D SensorSegmentation

As an AI Data Specialist on freelance projects, I labeled and segmented LiDAR, image, text, and video datasets for machine learning applications. My primary project was 3D LiDAR annotation and segmentation for autonomous systems under Project AURORA. I achieved over 99% annotation accuracy through rigorous QA and detailed object tiling and filtering. • Labeled large volumes of 3D LiDAR and geospatial data. • Performed segmentation and object annotation for ML models. • Conducted strict QA checks for high data integrity. • Specialized in autonomous systems data (Project AURORA).

As an AI Data Specialist on freelance projects, I labeled and segmented LiDAR, image, text, and video datasets for machine learning applications. My primary project was 3D LiDAR annotation and segmentation for autonomous systems under Project AURORA. I achieved over 99% annotation accuracy through rigorous QA and detailed object tiling and filtering. • Labeled large volumes of 3D LiDAR and geospatial data. • Performed segmentation and object annotation for ML models. • Conducted strict QA checks for high data integrity. • Specialized in autonomous systems data (Project AURORA).

2023 - Present

Transcription & AI Content Editor—Freelance

RemotasksTextTranscription

As a freelance transcription and AI content editor, I refined and corrected AI-generated transcripts to ensure clarity and adherence to formatting standards. Key duties included verifying terminology and ensuring compliance with clean-verbatim standards in high-volume datasets. I performed stringent quality assurance reviews to maintain a high level of data integrity. • Edited and formatted AI-generated text transcripts. • Verified names, companies, and technical terms for accuracy. • Ensured clean-verbatim compliance in transcriptions. • Reviewed large datasets for consistent quality.

As a freelance transcription and AI content editor, I refined and corrected AI-generated transcripts to ensure clarity and adherence to formatting standards. Key duties included verifying terminology and ensuring compliance with clean-verbatim standards in high-volume datasets. I performed stringent quality assurance reviews to maintain a high level of data integrity. • Edited and formatted AI-generated text transcripts. • Verified names, companies, and technical terms for accuracy. • Ensured clean-verbatim compliance in transcriptions. • Reviewed large datasets for consistent quality.

2023 - Present

Audio Transcriber—Remotasks

RemotasksAudioTranscription

At Remotasks, I transcribed a variety of audio recordings into high-accuracy written text. This role required adherence to strict transcription guidelines including speaker identification and formatting. My accuracy levels remained high despite challenges posed by diverse accents and audio qualities. • Transcribed audio data using established standards. • Applied speaker labels and correct formatting. • Maintained high accuracy with challenging audio. • Managed diverse transcription assignments effectively.

At Remotasks, I transcribed a variety of audio recordings into high-accuracy written text. This role required adherence to strict transcription guidelines including speaker identification and formatting. My accuracy levels remained high despite challenges posed by diverse accents and audio qualities. • Transcribed audio data using established standards. • Applied speaker labels and correct formatting. • Maintained high accuracy with challenging audio. • Managed diverse transcription assignments effectively.

2023 - 2024

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Education

Work History