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Dark Jr

Dark Jr

AI Training & Content Evaluation (foundational experience)

Kenya flagNairobi, Kenya
$20.00/hrIntermediateOtherClickworkerCloudfactory

Key Skills

Software

Other
ClickworkerClickworker
CloudFactoryCloudFactory
CrowdSourceCrowdSource
Data Annotation TechData Annotation Tech
Img Lab
iMeritiMerit
LabelboxLabelbox
Label StudioLabel Studio
Micro1
MercorMercor
OneFormaOneForma
MindriftMindrift
RemotasksRemotasks
RoboflowRoboflow
TolokaToloka
TelusTelus

Top Subject Matter

AI Training and Content Evaluation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Bounding BoxBounding Box
ClassificationClassification
SegmentationSegmentation
CuboidCuboid
Object DetectionObject Detection
Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
TranscriptionTranscription
Data CollectionData Collection
PolygonPolygon
Entity (NER) ClassificationEntity (NER) Classification

Freelancer Overview

I have hands-on experience working with digital content, data structuring, and content optimization, which directly translates into high-quality data labeling and AI training workflows. In my work as a digital marketer and content creator, I regularly analyze large volumes of data, categorize information, and optimize outputs based on performance metrics and audience behavior. This has strengthened my attention to detail, consistency, and ability to follow structured guidelines, key requirements in data annotation and training data preparation. I am also experienced in handling text-based tasks such as transcription, rewriting, classification, and sentiment alignment, ensuring accuracy and contextual relevance across different datasets. Additionally, I bring a strong problem-solving mindset and adaptability when working with evolving systems and tools. I have worked on projects involving content automation, AI-assisted writing, and structured data workflows, which required maintaining quality control, meeting deadlines, and aligning outputs with specific standards. My background in communication and teaching further enhances my ability to interpret instructions clearly and deliver precise, well-labeled data. I am highly reliable, detail-oriented, and committed to producing consistent, high-quality outputs that improve AI model performance.

IntermediateEnglishSwahili

Labeling Experience

Transcription & Text Normalization

AudioTranscription
Worked on a multilingual audio annotation project focused on training speech recognition and language models using English and Swahili datasets. Responsibilities included transcribing audio recordings into accurate text while preserving context, speaker intent, and linguistic nuances. Handled diverse audio inputs such as conversations, interviews, and informal speech with varying accents, background noise, and speaking speeds. Performed text normalization by standardizing grammar, punctuation, and formatting to ensure consistency and usability for AI training. Applied speech-to-text labeling techniques to align audio with corresponding transcripts, improving model accuracy in real-world applications. Maintained high accuracy and attention to detail while following strict transcription and annotation guidelines, and conducted quality checks to ensure clean, reliable datasets for model training.

Worked on a multilingual audio annotation project focused on training speech recognition and language models using English and Swahili datasets. Responsibilities included transcribing audio recordings into accurate text while preserving context, speaker intent, and linguistic nuances. Handled diverse audio inputs such as conversations, interviews, and informal speech with varying accents, background noise, and speaking speeds. Performed text normalization by standardizing grammar, punctuation, and formatting to ensure consistency and usability for AI training. Applied speech-to-text labeling techniques to align audio with corresponding transcripts, improving model accuracy in real-world applications. Maintained high accuracy and attention to detail while following strict transcription and annotation guidelines, and conducted quality checks to ensure clean, reliable datasets for model training.

2024 - 2025

Customer Support Chatbot Training Dataset

TextText Summarization
Worked on a conversational AI training project focused on improving customer support chatbot performance through high-quality text annotation. Labeled large volumes of customer interactions by classifying user intents (e.g., inquiries, complaints, requests), performing sentiment analysis, and tagging key entities to enhance the model’s understanding of user needs. Ensured consistency and accuracy by strictly following annotation guidelines and refining edge cases such as ambiguous or multi-intent queries. Contributed to building structured datasets that improved response relevance, tone alignment, and overall user experience. Additionally, performed quality checks and dataset validation to maintain high annotation standards and optimize chatbot performance in real-world customer support scenarios.

Worked on a conversational AI training project focused on improving customer support chatbot performance through high-quality text annotation. Labeled large volumes of customer interactions by classifying user intents (e.g., inquiries, complaints, requests), performing sentiment analysis, and tagging key entities to enhance the model’s understanding of user needs. Ensured consistency and accuracy by strictly following annotation guidelines and refining edge cases such as ambiguous or multi-intent queries. Contributed to building structured datasets that improved response relevance, tone alignment, and overall user experience. Additionally, performed quality checks and dataset validation to maintain high annotation standards and optimize chatbot performance in real-world customer support scenarios.

2024 - 2024

Autonomous Driving Image Annotation Project

ImageBounding Box
Worked on a large-scale image annotation project focused on training computer vision models for autonomous driving systems. Responsibilities included accurately labeling thousands of images using bounding boxes and classification techniques to identify objects such as vehicles, pedestrians, cyclists, traffic signs, and road infrastructure. Maintained strict adherence to annotation guidelines to ensure high precision and consistency across datasets. Performed object detection and classification tasks under varying conditions (day/night, weather changes, occlusion), improving model robustness. Additionally, conducted quality assurance by reviewing annotated data, correcting errors, and ensuring compliance with project standards. Demonstrated strong attention to detail, speed, and accuracy while handling high-volume tasks, contributing to the development of reliable AI models for real-world autonomous navigation.

Worked on a large-scale image annotation project focused on training computer vision models for autonomous driving systems. Responsibilities included accurately labeling thousands of images using bounding boxes and classification techniques to identify objects such as vehicles, pedestrians, cyclists, traffic signs, and road infrastructure. Maintained strict adherence to annotation guidelines to ensure high precision and consistency across datasets. Performed object detection and classification tasks under varying conditions (day/night, weather changes, occlusion), improving model robustness. Additionally, conducted quality assurance by reviewing annotated data, correcting errors, and ensuring compliance with project standards. Demonstrated strong attention to detail, speed, and accuracy while handling high-volume tasks, contributing to the development of reliable AI models for real-world autonomous navigation.

2023 - 2024

AI Training & Content Evaluation (foundational experience)

OtherText
Engaged in foundational AI training and content evaluation tasks, applying best practices for accuracy and relevance. Gained experience with data annotation workflows as part of continuous learning and skill development. Evaluated AI-generated outputs for quality and adherence to guidelines. • Contributed to the assessment of text content for clarity and correctness. • Leveraged remote-first collaboration tools for annotation and review processes. • Interacted with digital platforms to explore AI tool functionalities. • Focused on upskilling in AI training, content annotation, and digital tool usage.

Engaged in foundational AI training and content evaluation tasks, applying best practices for accuracy and relevance. Gained experience with data annotation workflows as part of continuous learning and skill development. Evaluated AI-generated outputs for quality and adherence to guidelines. • Contributed to the assessment of text content for clarity and correctness. • Leveraged remote-first collaboration tools for annotation and review processes. • Interacted with digital platforms to explore AI tool functionalities. • Focused on upskilling in AI training, content annotation, and digital tool usage.

2022

Education

T

Technical University of Mombasa

Bachelor of Science, Marine Resource Management

Bachelor of Science
Not specified

Work History

F

Finsco Africa

Sales Executive

Nairobi
2025 - Present
H

Homeland Links

Assistant Sales Manager

Nairobi
2021 - 2023