Emmanuel M.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Dataset and AI response quality control

multilingual content validation.

Bilingual transcription

Top Data Types

Text

Audio

Top Task Types

Transcription

Freelancer Overview

Independent Digital Freelancer & Contractor (Data Verification & Quality Control). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Science, N/A (2028). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

Independent Digital Freelancer & Contractor (Bilingual Task Execution)

Don't discloseText

Executed bilingual language-specific assignments with controlled quality standards in both English and Swahili. Managed language adaptation tasks to maintain meaning while ensuring validation for platform or project requirements. Coordinated translation and localization activities as part of remote work streams. • Bilingual task execution for language-specific assignments • Text validations and language adaptation • Zero quality degradation across both languages • Independent handling of overlapping workflows

2024 - Present

Bilingual Transcription & Audio Diarization work stream (Freelance contractor)

OtherAudioTranscription

Completed bilingual transcription and text validation for multi-speaker audio tasks. Applied time-stamping and language separation rules to prepare conversational tracking across bilingual datasets. Filtered out unintelligible background noise and unverified speaker overlaps using strict data tagging requirements. • Audio transcription in English and Swahili • Speaker diarization with time-stamps • Language separation across bilingual datasets • Noise/speaker-overlap filtering via tagging rules

2024 - Present

Independent Digital Freelancer & Contractor (Data Verification & Quality Control)

Don't discloseText

Verified and audited datasets and AI model responses for strict formatting, logical consistency, and factual accuracy guidelines. Performed quality control checks to ensure outputs met predefined standards without degradation. Documented and applied validation rules during ongoing remote review workflows. • Data verification against formatting guidelines • Quality assurance for logical consistency • Factual accuracy validation of AI responses • Independent QC turnaround under tight deadlines

2024 - Present

Education

Work History