Eldaa Ojiambo

Key Skills

Software

iMerit

Clickworker

CVAT

Labelbox

Lionbridge

OneForma

Top Subject Matter

Natural Language Processing (NLP)

Conversational AI

Medical data annotator

Top Data Types

Text

Audio

Video

Top Label Types

Entity Ner Classification

Bounding Box

Polygon

Segmentation

Classification

Evaluation Rating

Transcription

Object Detection

Question Answering

Freelancer Overview

AI Linguist & Language Data Annotator. Core strengths include OneForma and iMerit. Education includes Bachelor of Arts, University of Nairobi (2020). AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification.

Labeling Experience

AI Linguist & Language Data Annotator

OneformaTextEntity Ner Classification

As an AI Linguist & Language Data Annotator at OneForma, I performed advanced linguistic annotation on large-scale text datasets for NLP and conversational AI training. I applied syntactic and semantic tagging to label entities, intents, and relationships within multilingual language data. I also contributed to error analysis and refinement of annotation guidelines to enhance data consistency. • Executed complex syntactic and semantic annotation projects for conversational AI. • Labeled dataset features such as entities, intents, and relationships for NLP training. • Conducted model output evaluation and identified systemic linguistic errors. • Collaborated with distributed linguist and ML engineering teams to optimize workflows.

As an AI Linguist & Language Data Annotator at OneForma, I performed advanced linguistic annotation on large-scale text datasets for NLP and conversational AI training. I applied syntactic and semantic tagging to label entities, intents, and relationships within multilingual language data. I also contributed to error analysis and refinement of annotation guidelines to enhance data consistency. • Executed complex syntactic and semantic annotation projects for conversational AI. • Labeled dataset features such as entities, intents, and relationships for NLP training. • Conducted model output evaluation and identified systemic linguistic errors. • Collaborated with distributed linguist and ML engineering teams to optimize workflows.

2023 - Present

Language Data Annotator / AI Training Specialist

ImeritTextEntity Ner Classification

As a Language Data Annotator and AI Training Specialist at iMerit, I completed text annotation and validation for multilingual NLP and language understanding systems. I applied linguistic analysis to tag grammatical structures, semantic relationships, and context. I also participated in quality assurance processes including cross-review and consensus evaluation. • Annotated text datasets used in machine learning for language understanding. • Applied linguistic tagging for grammatical and semantic features. • Executed inter-annotator agreement evaluations and data consensus reviews. • Maintained confidentiality and adhered to strict data quality standards.

As a Language Data Annotator and AI Training Specialist at iMerit, I completed text annotation and validation for multilingual NLP and language understanding systems. I applied linguistic analysis to tag grammatical structures, semantic relationships, and context. I also participated in quality assurance processes including cross-review and consensus evaluation. • Annotated text datasets used in machine learning for language understanding. • Applied linguistic tagging for grammatical and semantic features. • Executed inter-annotator agreement evaluations and data consensus reviews. • Maintained confidentiality and adhered to strict data quality standards.

2021 - 2023

Education

Work History