Anyika Eglesias

Key Skills

Software

Labelbox

Appen

Top Subject Matter

Computer Vision

Natural Language Processing

Speech Recognition

Top Data Types

Image

Text

Audio

Document

Top Task Types

Bounding Box

Entity Ner Classification

Transcription

Freelancer Overview

Data Labeling Specialist – Open Train AI. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox and Appen. Education includes Bachelor of Science, University of Nairobi (2018). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Bounding Box, Entity (NER) Classification, and Transcription.

Labeling Experience

Data Labeling Specialist – Open Train AI

LabelboxImageBounding Box

Annotated large-scale image datasets for computer vision models using industry-standard tools. Maintained over 98% accuracy through rigorous manual and automated QA protocols. Collaborated closely with machine learning engineers to continuously refine and update project annotation guidelines. • Used CVAT, Labelbox, Supervisely, and Prodigy • Applied object detection and classification techniques • Ensured data consistency across datasets • Contributed to quality assurance documentation

Annotated large-scale image datasets for computer vision models using industry-standard tools. Maintained over 98% accuracy through rigorous manual and automated QA protocols. Collaborated closely with machine learning engineers to continuously refine and update project annotation guidelines. • Used CVAT, Labelbox, Supervisely, and Prodigy • Applied object detection and classification techniques • Ensured data consistency across datasets • Contributed to quality assurance documentation

2022 - Present

Freelance Annotation Contractor – Upwork & Appen

AppenAudioTranscription

Annotated audio datasets for speech recognition and transcription model development across multiple languages. Executed transcription tasks with attention to linguistic detail and adherence to annotation protocols. Delivered completed audio labeling projects efficiently and on time while maintaining high data quality. • Worked on Upwork and Appen annotation platforms • Completed tasks for speech recognition model training • Managed culturally sensitive, multilingual audio data • Maintained transcription accuracy throughout projects

Annotated audio datasets for speech recognition and transcription model development across multiple languages. Executed transcription tasks with attention to linguistic detail and adherence to annotation protocols. Delivered completed audio labeling projects efficiently and on time while maintaining high data quality. • Worked on Upwork and Appen annotation platforms • Completed tasks for speech recognition model training • Managed culturally sensitive, multilingual audio data • Maintained transcription accuracy throughout projects

2019 - 2021

Freelance Annotation Contractor – Upwork & Appen

AppenTextEntity Ner Classification

Labeled large multilingual text datasets for various NLP applications, including sentiment analysis and intent classification. Followed stringent project guidelines to ensure high-quality and accurate annotation output. Delivered dataset annotation on schedule while adapting to culturally diverse datasets and QA standards. • Worked on Appen and Upwork platforms • Conducted named entity recognition and classification • Handled annotation for sentiment and intent tasks • Ensured accuracy and consistency across projects

Labeled large multilingual text datasets for various NLP applications, including sentiment analysis and intent classification. Followed stringent project guidelines to ensure high-quality and accurate annotation output. Delivered dataset annotation on schedule while adapting to culturally diverse datasets and QA standards. • Worked on Appen and Upwork platforms • Conducted named entity recognition and classification • Handled annotation for sentiment and intent tasks • Ensured accuracy and consistency across projects

2019 - 2021

Education

Work History