Sharon Kamau

Key Skills

Software

Remotasks

Labelbox

Top Subject Matter

Large Language Models

Nlp Domain Expertise

Generative AI

Top Data Types

Text

Image

Audio

Top Task Types

RLHF

Bounding Box

Classification

Freelancer Overview

Freelance AI Data Annotator (OutlierAI). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OutlierPlatform, Remotasks, and Labelbox. Education includes Bachelor of Science, University of Nairobi (2022). AI-training focus includes data types such as Text and Image and labeling workflows including RLHF, Bounding Box, and Classification.

Labeling Experience

Freelance AI Data Annotator (OutlierAI)

TextRLHF

As a Freelance AI Data Annotator for OutlierAI, I annotated and evaluated training data for large language models and generative AI systems. I performed prompt-response ranking, response evaluation, and RLHF tasks, consistently maintaining high annotation accuracy. I supported NLP dataset labeling, data QA, and peer reviews to ensure high standards and measurable improvements in model performance. • Performed text classification, intent labeling, and linguistic annotation using established guidelines. • Reviewed AI-generated outputs for factual accuracy, instruction adherence, and safety. • Exceeded daily quotas and participated in high-complexity projects. • Used OutlierPlatform and supported continual improvement for LLM models.

As a Freelance AI Data Annotator for OutlierAI, I annotated and evaluated training data for large language models and generative AI systems. I performed prompt-response ranking, response evaluation, and RLHF tasks, consistently maintaining high annotation accuracy. I supported NLP dataset labeling, data QA, and peer reviews to ensure high standards and measurable improvements in model performance. • Performed text classification, intent labeling, and linguistic annotation using established guidelines. • Reviewed AI-generated outputs for factual accuracy, instruction adherence, and safety. • Exceeded daily quotas and participated in high-complexity projects. • Used OutlierPlatform and supported continual improvement for LLM models.

2024 - Present

Freelance Data Annotator / AI Trainer (Remotasks)

RemotasksImageBounding Box

As a Freelance Data Annotator and AI Trainer at Remotasks, I labeled large datasets for computer vision projects involving object detection, segmentation, and image classification. I created bounding boxes, polygons, semantic segmentation masks, and keypoint annotations for autonomous driving and visual recognition use cases. I performed data review, QA checks, and applied taxonomy standards to support accurate and consistent annotations. • Delivered thousands of accurately annotated samples with top quality scores. • Reduced rework rates through high first-pass accuracy. • Collaborated with remote teams to meet volume and deadline targets. • Utilized Remotasks and CVAT platforms for image and video annotation.

As a Freelance Data Annotator and AI Trainer at Remotasks, I labeled large datasets for computer vision projects involving object detection, segmentation, and image classification. I created bounding boxes, polygons, semantic segmentation masks, and keypoint annotations for autonomous driving and visual recognition use cases. I performed data review, QA checks, and applied taxonomy standards to support accurate and consistent annotations. • Delivered thousands of accurately annotated samples with top quality scores. • Reduced rework rates through high first-pass accuracy. • Collaborated with remote teams to meet volume and deadline targets. • Utilized Remotasks and CVAT platforms for image and video annotation.

2022 - 2023

Freelance AI / Data Annotation Specialist (Cloudworkers Data Projects)

LabelboxTextClassification

As a Freelance AI / Data Annotation Specialist with Cloudworkers Data Projects, I performed text labeling, content categorization, and sentiment annotation for AI training datasets. I contributed to moderation, classification, and conversational data annotation to improve chatbots and dialogue models. I also conducted speech tagging and transcription for language data tasks across multiple client campaigns. • Maintained strong client satisfaction with repeat assignments. • Managed multiple projects simultaneously and met all deadlines. • Recognized for attention to detail and reliable turnaround. • Used Labelbox, Doccano, and Prodigy for text and audio annotation work.

As a Freelance AI / Data Annotation Specialist with Cloudworkers Data Projects, I performed text labeling, content categorization, and sentiment annotation for AI training datasets. I contributed to moderation, classification, and conversational data annotation to improve chatbots and dialogue models. I also conducted speech tagging and transcription for language data tasks across multiple client campaigns. • Maintained strong client satisfaction with repeat assignments. • Managed multiple projects simultaneously and met all deadlines. • Recognized for attention to detail and reliable turnaround. • Used Labelbox, Doccano, and Prodigy for text and audio annotation work.

2021 - 2022

Education

Work History