It'S O.

Key Skills

Software

Remotasks

iMerit

Mindrift

Telus

Top Subject Matter

Multilingual AI/ML content (French–English) including text

Audio Domain Expertise

and images

Top Data Types

Text

Image

Document

Top Task Types

Transcription

Bounding Box

Polygon

Segmentation

Classification

Entity (NER) Classification

Object Detection

Text Generation

Question Answering

Cuboid

Fine-tuning

Red Teaming

Evaluation/Rating

Computer Programming/Coding

Data Collection

Freelancer Overview

AI Data Annotator & Model Training Contributor (Remotasks | Outlier). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Outlier, and N. Education includes Bachelor of Science in Nursing, The Presbyterian University of East Africa (2024). AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Entity (NER) and Transcription.

Labeling Experience

Registered Nurse – Clinical Practice

Transcription

Produced structured and standardized clinical documentation aligned with healthcare data governance standards. Interpreted and recorded complex patient information (e.g., diagnostics, history, and vital signs) with high accuracy and attention to detail. This work mirrors high-fidelity transcription and documentation requirements used in quality-focused data annotation workflows. • Transcribed and documented clinical patient information in structured formats • Interpreted complex medical details for accurate recording • Maintained compliance with healthcare data governance expectations • Demonstrated high precision in high-stakes documentation settings

2024 - Present

AI Data Annotator & Model Training Contributor (Remotasks | Outlier)

RemotasksText

Served as an AI data annotator and model training contributor for multilingual AI/ML datasets, focusing on named entity recognition and text classification. Applied structured quality rubrics to validate outputs, flag inconsistencies, and maintain benchmark-level accuracy. Transcribed French and English audio and image content into structured text following detailed style guides and turnaround targets. • Labeled multilingual text for NER and classification tasks • Performed transcription from audio and image content into structured text • Conducted validation checks to ensure guideline adherence and consistency • Participated in peer review and calibrated feedback loops to improve rubrics

2021 - 2024

Education

Work History