Favour Ebele

Key Skills

Software

HiveMind

Micro1

CVAT

Labelbox

Appen

CrowdSource

Internal/Proprietary Tooling

Top Subject Matter

Egocentric Video

Action Recognition

Computer Vision

Top Data Types

Video

Image

Text

Document

Top Task Types

Segmentation

Classification

Prompt Response Writing SFT

Evaluation Rating

Bounding Box

Object Detection

RLHF

Data Collection

Freelancer Overview

Brings 2+ years of professional experience across administration, education, compliance, and structured analysis. AI-training focus includes data types such as Video, Image, and text, and labeling workflows including Segmentation, Classification, and Prompt + Response Writing (SFT).

Labeling Experience

Visual Content Evaluation Analyst

HivemindImageClassification

As a Visual Content Evaluation Analyst at Hive Micro, I supported computer vision model training through detailed image categorization and content segmentation. I classified AI-generated, photorealistic, cartoon, and anime-style images and evaluated their realism and style elements. My efforts contributed to improving synthetic versus authentic image detection. Other duties include: Applied detailed annotation guidelines for accuracy in image classification. Conducted visual content evaluation, including generative artifact detection. Contributed to the enhancement of AI systems for distinguishing image authenticity. Managed high-volume data with reliability in remote freelance settings.

As a Visual Content Evaluation Analyst at Hive Micro, I supported computer vision model training through detailed image categorization and content segmentation. I classified AI-generated, photorealistic, cartoon, and anime-style images and evaluated their realism and style elements. My efforts contributed to improving synthetic versus authentic image detection. Other duties include: Applied detailed annotation guidelines for accuracy in image classification. Conducted visual content evaluation, including generative artifact detection. Contributed to the enhancement of AI systems for distinguishing image authenticity. Managed high-volume data with reliability in remote freelance settings.

2026 - Present

Egocentric Vision Data Annotator

VideoSegmentation

I currently work as a Freelance Data Annotator on Egocentric video projects for Atlas Capture, focusing on segmenting goal-oriented hand–object interactions. My work required following strict Tier 3 guidelines to ensure labeling accuracy and avoid hallucinated actions. I also reviewed edge cases and improved overall dataset quality. These are the breakdown: • Segmented continuous hand-object interactions in first-person videos with precise timestamps. • Differentiated between dense and coarse segmentation as instructed by project guidelines. • Labeled multimodal datasets including language outputs and visual attribute extraction. • Achieved high audit accuracy while working independently and remotely.

I currently work as a Freelance Data Annotator on Egocentric video projects for Atlas Capture, focusing on segmenting goal-oriented hand–object interactions. My work required following strict Tier 3 guidelines to ensure labeling accuracy and avoid hallucinated actions. I also reviewed edge cases and improved overall dataset quality. These are the breakdown: • Segmented continuous hand-object interactions in first-person videos with precise timestamps. • Differentiated between dense and coarse segmentation as instructed by project guidelines. • Labeled multimodal datasets including language outputs and visual attribute extraction. • Achieved high audit accuracy while working independently and remotely.

2026 - Present

Prompt Engineer

Micro1TextPrompt Response Writing SFT

During my short-term contract as a Prompt Engineer at Micro 1, I prepared and annotated datasets to support AI model training and evaluation. I authored prompts, gold-standard responses, and chains of thought to facilitate model reasoning improvements. My work resulted in higher model precision and improved quality metrics. Created and reviewed prompt-based datasets with 99% accuracy. Designed rubrics to score AI outputs in accordance with project standards. Analyzed and evaluated model reasoning for gold-standard alignment. Actively contributed to task workflow and turnaround optimization via team collaboration.

During my short-term contract as a Prompt Engineer at Micro 1, I prepared and annotated datasets to support AI model training and evaluation. I authored prompts, gold-standard responses, and chains of thought to facilitate model reasoning improvements. My work resulted in higher model precision and improved quality metrics. Created and reviewed prompt-based datasets with 99% accuracy. Designed rubrics to score AI outputs in accordance with project standards. Analyzed and evaluated model reasoning for gold-standard alignment. Actively contributed to task workflow and turnaround optimization via team collaboration.

2025 - 2025

AI Trainer

TextClassification

Annotated and labeled large-scale text and image datasets for AI/LLM training projects, maintaining 98% accuracy. Improved annotation processes, reducing error rates by 20% through quality checks and peer review. Applied critical thinking to resolve ambiguous annotation cases, ensuring dataset integrity. Collaborated with global remote teams using Slack and Google Workspace, achieving 100% on-time delivery of project tasks. Contributed to chatbot model training that increased AI response relevance by 15%. Perform other duties as assigned. Participated in ongoing training and upskilling on the job.

Annotated and labeled large-scale text and image datasets for AI/LLM training projects, maintaining 98% accuracy. Improved annotation processes, reducing error rates by 20% through quality checks and peer review. Applied critical thinking to resolve ambiguous annotation cases, ensuring dataset integrity. Collaborated with global remote teams using Slack and Google Workspace, achieving 100% on-time delivery of project tasks. Contributed to chatbot model training that increased AI response relevance by 15%. Perform other duties as assigned. Participated in ongoing training and upskilling on the job.

2024 - 2025

Education

Work History