Evelyn Arachi

Key Skills

Software

Remotasks

Top Subject Matter

AI/ML Computer Vision

AI/ML Natural Language Processing

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

Classification

Freelancer Overview

Data & Image Annotator (Remotasks). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks. Education includes Post Graduate Diploma in Education, University of Embu (2022) and Bachelor of Science, University of Embu (2019). AI-training focus includes data types such as Image and Text and labeling workflows including Bounding Box and Classification.

Labeling Experience

Text Classification Annotator (Remotasks)

RemotasksTextClassification

During my tenure at Remotasks, I labeled and categorized text datasets for NLP applications as part of AI training projects. My responsibilities included consistent classification, entity tagging, and reporting ambiguous or edge-case samples for quality review. I played an active role in maintaining high data consistency and supporting annotation guideline improvements. • Labeled large volumes of text samples for entity and intent classification in NLP tasks. • Performed text data validation and QA to ensure clean training datasets. • Identified and reported edge cases to help clarify project guidelines. • Utilized Remotasks platform tools to streamline annotation and review processes.

During my tenure at Remotasks, I labeled and categorized text datasets for NLP applications as part of AI training projects. My responsibilities included consistent classification, entity tagging, and reporting ambiguous or edge-case samples for quality review. I played an active role in maintaining high data consistency and supporting annotation guideline improvements. • Labeled large volumes of text samples for entity and intent classification in NLP tasks. • Performed text data validation and QA to ensure clean training datasets. • Identified and reported edge cases to help clarify project guidelines. • Utilized Remotasks platform tools to streamline annotation and review processes.

2021 - 2022

Data & Image Annotator (Remotasks)

RemotasksImageBounding Box

As a Data & Image Annotator at Remotasks, I labeled and segmented thousands of images following detailed project specifications to support AI and machine learning projects. I consistently executed bounding box and segmentation tasks, ensuring compliance with strict accuracy and quality standards. Edge cases and ambiguities were flagged for review, and annotated data was validated to enhance dataset reliability. • Performed large-scale object detection and segmentation for computer vision training datasets. • Maintained a high accuracy level of 98% through diligent QA checks and validation. • Collaborated with annotation teams to refine guidelines and reduce error rates. • Used Remotasks web-based annotation tools for efficient and consistent labeling.

As a Data & Image Annotator at Remotasks, I labeled and segmented thousands of images following detailed project specifications to support AI and machine learning projects. I consistently executed bounding box and segmentation tasks, ensuring compliance with strict accuracy and quality standards. Edge cases and ambiguities were flagged for review, and annotated data was validated to enhance dataset reliability. • Performed large-scale object detection and segmentation for computer vision training datasets. • Maintained a high accuracy level of 98% through diligent QA checks and validation. • Collaborated with annotation teams to refine guidelines and reduce error rates. • Used Remotasks web-based annotation tools for efficient and consistent labeling.

2021 - 2022

Education

Work History