Abraham O.

Key Skills

Software

Mindrift

Other

Scale AI

Top Subject Matter

Large language models

Legal Services & Contract Review

Educational Domain Expertise

Top Data Types

Text

Audio

Video

Document

Top Task Types

Prompt + Response Writing (SFT)

Transcription

Freelancer Overview

Freelance AI Content Contributor (Remote). Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mindrift, Other, and Scale AI. Education includes Bachelor of Science, University of Nairobi (2016) and Secondary School Certificate (KCSE), St. Mary’s Yala School (2010). AI-training focus includes data types such as Text, Audio, and Video and labeling workflows including Prompt + Response Writing (SFT) and Transcription.

Labeling Experience

Freelance AI Content Contributor (Remote)

MindriftTextPrompt + Response Writing (SFT)

Contributed to AI training by creating structured prompts and corresponding responses to support large language model learning. Performed quality review of AI-generated outputs for logic, fluency, and tone across multiple subject areas. Applied linguistic and contextual judgment to improve model understanding and content validity. • Crafted prompts and responses for LLM training workflows • Reviewed AI outputs for coherence, tone, and correctness • Annotated datasets for legal, educational, and conversational use cases • Provided linguistic/contextual feedback to strengthen model performance

2022 - Present

Freelance Translator and Transcriber - Self-Employed

Scale AIVideoTranscription

Freelance translator and transcriber delivering written and spoken language conversion between English and Kiswahili. You handled transcription assignments for interviews, meetings, and broadcasts with attention to accuracy and cultural suitability. You also supported confidential language work for NGOs and research institutions using remote coordination skills. • Translated written documents and transcripts between English and Swahili • Produced culturally sensitive transcriptions for interviews, meetings, and broadcasts • Managed confidentiality requirements on sensitive projects • Coordinated with NGOs and research institutions for language deliverables

2019 - Present

Freelance Translator & Transcriber (Self-employed, Remote-related)

OtherAudioTranscription

Produced culturally sensitive transcriptions by converting spoken audio from interviews, meetings, and broadcasts into written text. Translated written documents and transcripts between English and Swahili to produce bilingual language data. Ensured accuracy and confidentiality when working with NGOs and research institutions. • Transcribed audio from interviews, meetings, and broadcasts • Translated transcripts and written documents EN↔SW • Produced structured text outputs for research and education use cases • Handled confidential language projects for external stakeholders

2019 - Present

Education

Work History