Efemena Ikoyo

Key Skills

Software

Label Studio

Other

Top Subject Matter

Computer Vision

Image Annotation

Image Tagging

Top Data Types

Image

Text

Document

Top Task Types

Classification

Freelancer Overview

Freelance Data Annotation Assistant. Core strengths include Label Studio and Other. Education includes Master of Science, University of Manchester (2019) and Bachelor of Science (Honours), University of Birmingham (2014). AI-training focus includes data types such as Image and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Visual Data Quality Review Project

Label StudioImage

I led a visual data quality review project to detect labeling inaccuracies and ensure protocol compliance. This involved reviewing annotated datasets and contributing to improvements in reliability and usability. My critical attention to detail aided in raising the overall quality standard for labeled datasets. • Reviewed and validated annotated visual datasets • Detected errors and protocol deviations • Improved dataset usability through quality assurance • Maintained critical attention to annotation detail

I led a visual data quality review project to detect labeling inaccuracies and ensure protocol compliance. This involved reviewing annotated datasets and contributing to improvements in reliability and usability. My critical attention to detail aided in raising the overall quality standard for labeled datasets. • Reviewed and validated annotated visual datasets • Detected errors and protocol deviations • Improved dataset usability through quality assurance • Maintained critical attention to annotation detail

2023 - 2023

Object Labeling & Categorization Project

Label StudioImageClassification

I worked on an object labeling and categorization project centered on annotating images for data classification purposes. My tasks involved labeling people, vehicles, and other objects using predefined frameworks. I ensured uniformity and strict adherence to annotation standards across large datasets. • Labeled and categorized diverse objects in images • Applied predefined annotation frameworks • Maintained consistency across image datasets • Followed annotation standards and quality guidelines

I worked on an object labeling and categorization project centered on annotating images for data classification purposes. My tasks involved labeling people, vehicles, and other objects using predefined frameworks. I ensured uniformity and strict adherence to annotation standards across large datasets. • Labeled and categorized diverse objects in images • Applied predefined annotation frameworks • Maintained consistency across image datasets • Followed annotation standards and quality guidelines

2023 - 2023

Image Comparison & Difference Detection Project

Label StudioImageClassification

I participated in an image comparison and difference detection project focused on enhancing visual analysis accuracy. I analyzed pairs of images for subtle or significant differences and applied structured comparison methods. My work improved efficiency and ensured high-quality output for visual data tasks. • Analyzed image pairs for visual discrepancies • Applied structured image comparison techniques • Enhanced accuracy and consistency in output • Identified fine visual details for precise annotation

I participated in an image comparison and difference detection project focused on enhancing visual analysis accuracy. I analyzed pairs of images for subtle or significant differences and applied structured comparison methods. My work improved efficiency and ensured high-quality output for visual data tasks. • Analyzed image pairs for visual discrepancies • Applied structured image comparison techniques • Enhanced accuracy and consistency in output • Identified fine visual details for precise annotation

2023 - 2023

Freelance Data Annotation Assistant

Label StudioImageClassification

In this role, I performed image comparison tasks, object labeling, and visual data categorization, ensuring precise annotation of visual datasets. I consistently maintained high accuracy and adhered to structured guidelines for labeling assignments. I followed detailed instructions to ensure annotation consistency and contributed to high-quality dataset generation. • Performed image comparison and object labeling tasks • Categorized images using structured frameworks • Maintained high accuracy and consistency in annotation • Managed workload and productivity independently

In this role, I performed image comparison tasks, object labeling, and visual data categorization, ensuring precise annotation of visual datasets. I consistently maintained high accuracy and adhered to structured guidelines for labeling assignments. I followed detailed instructions to ensure annotation consistency and contributed to high-quality dataset generation. • Performed image comparison and object labeling tasks • Categorized images using structured frameworks • Maintained high accuracy and consistency in annotation • Managed workload and productivity independently

2023 - 2023

Remote Microtask Contributor, AppsFlyer

OtherImageClassification

I completed online microtasks involving image review, tagging, and classification on various task platforms. This role demanded close attention to detail in identifying patterns or anomalies and quality control throughout the process. Rapid adaptation to varying image annotation tasks and digital tools was essential to supporting high-quality outputs. • Conducted image tagging and classification microtasks • Reviewed outputs to ensure quality before submission • Adapted quickly to different digital platforms • Demonstrated focus in repetitive labeling environments

I completed online microtasks involving image review, tagging, and classification on various task platforms. This role demanded close attention to detail in identifying patterns or anomalies and quality control throughout the process. Rapid adaptation to varying image annotation tasks and digital tools was essential to supporting high-quality outputs. • Conducted image tagging and classification microtasks • Reviewed outputs to ensure quality before submission • Adapted quickly to different digital platforms • Demonstrated focus in repetitive labeling environments

2022 - 2022

Show more

Education

Work History