Mulei Official

Key Skills

Software

Toloka

Other

Top Subject Matter

General Domain Expertise

Text Domain Expertise

Image Domain Expertise

Top Data Types

Text

Image

Document

Top Task Types

Classification

Diagnosis

Freelancer Overview

Remote Worker / Data Specialist. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mexipel, Toloka, and Other. Education includes Bachelor of Medicine and Bachelor of Surgery, Egerton University (2022) and Kenya Certificate of Secondary Education, Maranda High School (2021). AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Classification and Diagnosis.

Labeling Experience

Remote Worker / Data Specialist

TextClassification

As a Remote Worker and Data Specialist at Mexipel, I executed precision-driven data processing and annotation assignments across multiple digital environments. My focus was on high-quality outputs that adhered to client formatting and deadline requirements. I consistently adapted to new workflows, ensuring guideline-compliant labeling for evolving data tasks. • Performed data annotation and labeling on varied text-based microtasks. • Ensured output quality for machine learning and digital content. • Applied rapid adaptation to new platforms and labeling standards. • Maintained high acceptance and efficiency in remote delivery.

As a Remote Worker and Data Specialist at Mexipel, I executed precision-driven data processing and annotation assignments across multiple digital environments. My focus was on high-quality outputs that adhered to client formatting and deadline requirements. I consistently adapted to new workflows, ensuring guideline-compliant labeling for evolving data tasks. • Performed data annotation and labeling on varied text-based microtasks. • Ensured output quality for machine learning and digital content. • Applied rapid adaptation to new platforms and labeling standards. • Maintained high acceptance and efficiency in remote delivery.

2026 - Present

Medical Content Structuring & Annotation (Key Project)

OtherDiagnosis

Through portfolio and project work, I structured and annotated medical content, leveraging my clinical training for AI systems and healthcare data. I developed accurate clinical notes and annotated healthcare datasets for model development. These tasks supported the creation of structured formats for medical machine learning applications. • Produced structured and annotated clinical notes. • Interpreted and fact-checked healthcare-related annotation data. • Contributed to AI pipeline simulations in medical contexts. • Supported model training in medical/clinical domains.

Through portfolio and project work, I structured and annotated medical content, leveraging my clinical training for AI systems and healthcare data. I developed accurate clinical notes and annotated healthcare datasets for model development. These tasks supported the creation of structured formats for medical machine learning applications. • Produced structured and annotated clinical notes. • Interpreted and fact-checked healthcare-related annotation data. • Contributed to AI pipeline simulations in medical contexts. • Supported model training in medical/clinical domains.

2022 - Present

Data Annotator

TolokaTextClassification

As a Data Annotator with Toloka, I completed hundreds of annotation tasks covering multiple domains including text categorization and search evaluation. I specialized in labeling complex datasets pivotal for AI model training. My adherence to instructions and QA feedback helped me consistently meet strict quality benchmarks. • Labeled text and image data for categorization and search relevance. • Executed annotation projects in a remote, high-volume setting. • Specialized in detailed, instruction-following annotation work. • Achieved high acceptance rates across all assigned tasks.

As a Data Annotator with Toloka, I completed hundreds of annotation tasks covering multiple domains including text categorization and search evaluation. I specialized in labeling complex datasets pivotal for AI model training. My adherence to instructions and QA feedback helped me consistently meet strict quality benchmarks. • Labeled text and image data for categorization and search relevance. • Executed annotation projects in a remote, high-volume setting. • Specialized in detailed, instruction-following annotation work. • Achieved high acceptance rates across all assigned tasks.

2023 - 2023

Education

Work History