Miltone K.

Key Skills

Software

Other

Top Subject Matter

Multilingual linguistics (Oromo and Amharic) for AI training

Speech and transcription for multilingual AI training

LLM quality evaluation for multilingual Oromo/Amharic/English content

Top Data Types

Text

Audio

Image

Top Task Types

Transcription

Freelancer Overview

AI Data Specialist (Freelance – Remote): Data Annotation and Labeling. Core strengths include Other. Education includes Master of Arts, University of Nairobi and Bachelor’s Degree, University of Nairobi. AI-training focus includes data types such as Text and Audio and labeling workflows including Entity (NER), Transcription, and Evaluation.

Labeling Experience

AI Data Specialist (Freelance – Remote): Data Collection and Content Generation (Translation/rewriting)

OtherText

Created and collected multilingual datasets through sentence writing, translation, and rewriting tasks. Translated content between Oromo, Amharic, and English while ensuring cultural and contextual accuracy. Improved clarity and linguistic consistency to support dataset usability for machine learning and AI training. • Dataset creation via sentence writing, translation, and rewriting • Oromo/Amharic/English translation with cultural/contextual checks • Ensuring linguistic consistency across dataset entries • Supporting multilingual AI training dataset development

2024 - Present

AI Data Specialist (Freelance – Remote): LLM Response Evaluation (AI Response Evaluation Tasks)

OtherText

Performed AI response evaluation tasks for large language model outputs using linguistic and reasoning-based quality checks. Conducted pairwise comparisons of AI-generated responses and assessed accuracy, coherence, relevance, and safety. Identified hallucinations and inconsistencies, then provided structured feedback to refine prompts and improve model responses. • Pairwise comparison of AI-generated responses • Rating/evaluating responses for accuracy, coherence, relevance, and safety • Hallucination and inconsistency identification for LLM outputs • Structured feedback to improve multilingual AI response quality

2024 - Present

AI Data Specialist (Freelance – Remote): Transcription and Audio Processing

OtherAudioTranscription

Transcribed audio content in Oromo, Amharic, and English to produce high-accuracy transcripts for AI training. Identified speakers, tone, and contextual meaning to improve the usability of speech datasets. Applied linguistic knowledge to ensure transcripts were well-structured and suitable for downstream processing. • Oromo/Amharic/English audio transcription with high accuracy • Speaker identification, tone detection, and contextual meaning capture • Linguistically informed transcription quality assurance • Delivering structured transcripts for multilingual training datasets

2024 - Present

AI Data Specialist (Freelance – Remote): Data Annotation and Labeling

OtherText

Annotated multilingual datasets across text, audio, and image formats with linguistic labels for downstream model training. Labeled Oromo and Amharic linguistic attributes including sentiment, intent, and meaning while ensuring structured and consistent categorization. Supported machine learning workflows by organizing labeled data to improve model learning and dataset quality. • Sentiment, intent, and meaning labeling for Oromo/Amharic text data • Structuring/categorizing annotations to support ML training pipelines • Maintaining consistency across large volumes of annotated linguistic examples • Following complex annotation guidelines for quality and accuracy

2024 - Present

Education

Work History