Akanimore Ibara

Key Skills

Software

Label Studio

Appen

Top Subject Matter

African languages

Computer Vision

Nlp Domain Expertise

Top Data Types

Image

Text

Top Task Types

Object Detection

Classification

Freelancer Overview

Data Annotation Specialist, OneForma (Atlas Projects). Core strengths include Label Studio, Appen, and Excel. Education includes Bachelor of Arts, University of Lagos (2020). AI-training focus includes data types such as Image and Text and labeling workflows including Object Detection, Evaluation, and Rating.

Labeling Experience

Data Annotation Specialist, OneForma (Atlas Projects)

Label StudioImageObject Detection

As a Data Annotation Specialist at OneForma, I annotated over 50,000 images and text entries for computer vision and NLP model training. I managed the collection and verification of multilingual datasets for African language AI. My work focused on ensuring high-quality annotations and reducing error rates in collaborative global teams. • Achieved a 98% accuracy rate in annotation quality checks. • Resolved annotation discrepancies and reduced error rates by 15% through cross-team collaboration. • Used LabelStudio and Prodigy for accurate data labeling. • Contributed to AI projects focusing on underrepresented African languages.

As a Data Annotation Specialist at OneForma, I annotated over 50,000 images and text entries for computer vision and NLP model training. I managed the collection and verification of multilingual datasets for African language AI. My work focused on ensuring high-quality annotations and reducing error rates in collaborative global teams. • Achieved a 98% accuracy rate in annotation quality checks. • Resolved annotation discrepancies and reduced error rates by 15% through cross-team collaboration. • Used LabelStudio and Prodigy for accurate data labeling. • Contributed to AI projects focusing on underrepresented African languages.

2023 - Present

Data Collection Rater, Appen

AppenText

As a Data Collection Rater at Appen, I rated over 30,000 data points for tasks such as search relevance and sentiment analysis. I validated data in multiple Nigerian languages to ensure datasets matched cultural context. I also contributed to training and onboarding new raters. • Conducted search relevance and sentiment analysis ratings. • Ensured data quality through validation in Hausa, Igbo, and Yoruba. • Trained new raters on annotation guidelines and best practices. • Helped improve team output by 20%.

As a Data Collection Rater at Appen, I rated over 30,000 data points for tasks such as search relevance and sentiment analysis. I validated data in multiple Nigerian languages to ensure datasets matched cultural context. I also contributed to training and onboarding new raters. • Conducted search relevance and sentiment analysis ratings. • Ensured data quality through validation in Hausa, Igbo, and Yoruba. • Trained new raters on annotation guidelines and best practices. • Helped improve team output by 20%.

2021 - 2022

Freelance Data Annotator, Upwork

TextClassification

As a Freelance Data Annotator on Upwork, I delivered data labeling services to more than 15 clients. My work included text classification and object detection tasks alongside pipeline management. I used Excel and client-specific tools for efficient and high-quality labeling. • Managed text classification and object detection labeling projects. • Developed end-to-end data collection pipelines for clients. • Implemented Excel macros to optimize data processing workflows. • Delivered labeled datasets in standardized CSV formats.

As a Freelance Data Annotator on Upwork, I delivered data labeling services to more than 15 clients. My work included text classification and object detection tasks alongside pipeline management. I used Excel and client-specific tools for efficient and high-quality labeling. • Managed text classification and object detection labeling projects. • Developed end-to-end data collection pipelines for clients. • Implemented Excel macros to optimize data processing workflows. • Delivered labeled datasets in standardized CSV formats.

2020 - 2021

Education

Work History