Muhammed A.

Key Skills

Software

Scale AI

Top Subject Matter

AI content quality evaluation

linguistic accuracy

user intent alignment

Top Data Types

Text

Audio

Image

Document

Top Task Types

Classification

Data Collection

Transcription

Freelancer Overview

Transcriptionist - LinguaWorld. Brings 13+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI. Education includes Bachelor of Science, MIVA University. AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Model Language Expert (Scale AI)

Scale AITextClassificationData Collection

They labeled and classified text, image, and multimedia datasets to train machine learning models for sentiment and intent recognition. The labeling work supported model learning by providing structured targets for downstream training and evaluation. Data preparation included ensuring annotations corresponded to intended sentiment and user intent categories. • Labeled text data for sentiment recognition • Labeled/classified multimedia content for intent recognition • Prepared datasets for ML training • Ensured label consistency with model objectives

2021 - Present

Transcriptionist - LinguaWorld

Scale AIAudioTranscription

You transcribed legal and business audio from English and Spanish into accurate written text. You applied metadata tagging to support organization and retrieval of transcribed materials. You maintained strict confidentiality while producing high-quality deliverables on deadline. • Transcribed legal and business audio with attention to detail • Tagged transcripts with relevant metadata for usability • Worked with English and Spanish language content • Followed confidentiality and data-handling best practices

2014 - 2017

Education

Work History