Kennedy Nyagah

Key Skills

Software

Scale AI

Remotasks

Telus

Clickworker

Data Annotation Tech

OneForma

Top Subject Matter

AI Content

Nlp Domain Expertise

Machine Learning

Top Data Types

Text

Image

Video

Top Task Types

Classification

Polygon

Bounding Box

Segmentation

Entity (NER) Classification

Cuboid

Object Detection

Text Generation

Question Answering

Text Summarization

Fine-tuning

Transcription

Evaluation/Rating

Point/Key Point

Freelancer Overview

AI Data Specialist. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI, Remotasks, and Other. Education includes Bachelor of Science, UoN (2024) and Bachelor of Science, Machakos University. AI-training focus includes data types such as Text and Image and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI Data Specialist

Scale AITextClassification

As an AI Data Specialist at Scale AI, I edited and refined large-scale datasets used in AI and machine learning. I improved clarity, coherence, and grammatical accuracy of both model-generated and human-written content. I performed data labeling and categorization tasks, collaborating in iterative feedback loops to enhance overall dataset quality. • Labeled and categorized textual data for AI training workflows. • Ensured strict adherence to annotation guidelines. • Enhanced dataset fidelity through direct feedback to model outputs. • Supported model improvement with targeted content edits.

As an AI Data Specialist at Scale AI, I edited and refined large-scale datasets used in AI and machine learning. I improved clarity, coherence, and grammatical accuracy of both model-generated and human-written content. I performed data labeling and categorization tasks, collaborating in iterative feedback loops to enhance overall dataset quality. • Labeled and categorized textual data for AI training workflows. • Ensured strict adherence to annotation guidelines. • Enhanced dataset fidelity through direct feedback to model outputs. • Supported model improvement with targeted content edits.

2024 - Present

AI Image Reviewer

RemotasksImage

As an AI Image Reviewer with Remotasks, I reviewed AI-generated text and image outputs for accuracy, relevance, and prompt compliance. I identified inconsistencies in both visual and textual content, performing rewriting and editing as needed. I conducted detailed evaluations to ensure task requirements and quality standards were met in every review. • Evaluated images and textual prompts for subtle inconsistencies. • Rated and documented image outputs for labeling accuracy. • Applied quality standards across diverse AI-driven visual scenarios. • Provided feedback to improve content reliability.

As an AI Image Reviewer with Remotasks, I reviewed AI-generated text and image outputs for accuracy, relevance, and prompt compliance. I identified inconsistencies in both visual and textual content, performing rewriting and editing as needed. I conducted detailed evaluations to ensure task requirements and quality standards were met in every review. • Evaluated images and textual prompts for subtle inconsistencies. • Rated and documented image outputs for labeling accuracy. • Applied quality standards across diverse AI-driven visual scenarios. • Provided feedback to improve content reliability.

2023 - Present

Data Entry & AI Training

RemotasksImageClassification

As a Data Entry & AI Training contributor at Remotasks, I labeled and structured large datasets for computer vision and NLP model development. I performed image annotation, text classification, and data categorization to simulate supervised learning processes. I ensured data accuracy and consistency through computational annotation, deterministic algorithms, and quality assurance. • Labeled images for computer vision tasks. • Classified text for NLP model training. • Corrected data inconsistencies and improved dataset integrity. • Structured data for optimal use in model pipelines.

As a Data Entry & AI Training contributor at Remotasks, I labeled and structured large datasets for computer vision and NLP model development. I performed image annotation, text classification, and data categorization to simulate supervised learning processes. I ensured data accuracy and consistency through computational annotation, deterministic algorithms, and quality assurance. • Labeled images for computer vision tasks. • Classified text for NLP model training. • Corrected data inconsistencies and improved dataset integrity. • Structured data for optimal use in model pipelines.

2022 - Present

Freelance Creative Writer

OtherText

As a Freelance Creative Writer for Essaypro, I evaluated AI-generated content for clarity, coherence, and tone. I edited and rewrote AI-generated narratives, providing feedback to improve storytelling effectiveness and professional language. I ensured all outputs met creative and editorial standards through structured content evaluation and collaboration with reviewers. • Reviewed AI-generated essays for content quality. • Provided structured feedback to improve AI-generated writing. • Edited outputs for clarity, narrative flow, and consistency. • Maintained high editorial standards through review processes.

As a Freelance Creative Writer for Essaypro, I evaluated AI-generated content for clarity, coherence, and tone. I edited and rewrote AI-generated narratives, providing feedback to improve storytelling effectiveness and professional language. I ensured all outputs met creative and editorial standards through structured content evaluation and collaboration with reviewers. • Reviewed AI-generated essays for content quality. • Provided structured feedback to improve AI-generated writing. • Edited outputs for clarity, narrative flow, and consistency. • Maintained high editorial standards through review processes.

2021 - Present

Generalist AI Trainer

TelusImage

As a Generalist AI Trainer at Telus, I applied quality assurance rubrics, data annotation, and image review to improve Large Language Model (LLM) and visual model performance. I flagged inconsistencies and applied Computer Science principles to ensure logical consistency and alignment with training objectives. I performed multi-domain annotation and review tasks spanning textual and visual datasets. • Evaluated LLM outputs for logical consistency. • Labeled and reviewed AI-generated images. • Annotated data to improve model predictions. • Applied structured evaluation rubrics for quality assurance.

As a Generalist AI Trainer at Telus, I applied quality assurance rubrics, data annotation, and image review to improve Large Language Model (LLM) and visual model performance. I flagged inconsistencies and applied Computer Science principles to ensure logical consistency and alignment with training objectives. I performed multi-domain annotation and review tasks spanning textual and visual datasets. • Evaluated LLM outputs for logical consistency. • Labeled and reviewed AI-generated images. • Annotated data to improve model predictions. • Applied structured evaluation rubrics for quality assurance.

Present

Education

Work History