Love

Key Skills

Software

Labelbox

Mercor

Micro1

OneForma

Appen

Telus

Toloka

Surge AI

Top Subject Matter

AI/ML Model Training and Evaluation

Large Language Model Data Preparation and Training

General AI/ML Data Labeling and Quality Assurance

Top Data Types

Text

Video

Document

Top Task Types

Prompt + Response Writing (SFT)

Classification

Object Detection

Question Answering

Freelancer Overview

Prompt Writer. Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Labelbox. Education includes Bachelor of Science, Ladoke Akintola University of Technology and Master of Science, Universidade do Algarve. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Prompt Writer

LabelboxTextPrompt Response Writing SFT

As a Prompt Writer, I designed and maintained labeling protocols for datasets including text, images, and audio. I conducted quality assurance checks on labeled datasets and collaborated with machine learning engineers to review labeled data, improving model training efficiency. I also utilized annotation tools like Labelbox and RectLabel to ensure the accuracy and consistency of labeled content. • Developed and implemented labeling protocols to increase labeling accuracy and reduce errors. • Trained and mentored a team of junior data labeling specialists, enhancing team productivity. • Assisted in creating new labeling guidelines and updated them to meet evolving project requirements. • Managed large volumes of labeled datasets using data organization tools for streamlined access.

As a Prompt Writer, I designed and maintained labeling protocols for datasets including text, images, and audio. I conducted quality assurance checks on labeled datasets and collaborated with machine learning engineers to review labeled data, improving model training efficiency. I also utilized annotation tools like Labelbox and RectLabel to ensure the accuracy and consistency of labeled content. • Developed and implemented labeling protocols to increase labeling accuracy and reduce errors. • Trained and mentored a team of junior data labeling specialists, enhancing team productivity. • Assisted in creating new labeling guidelines and updated them to meet evolving project requirements. • Managed large volumes of labeled datasets using data organization tools for streamlined access.

2021 - Present

Large Language Model Trainer

LabelboxTextQuestion Answering

As a Large Language Model Trainer, I categorized complex datasets including text, images, and audio to ensure they were model-ready. I developed feedback mechanisms for process improvements and conducted ongoing review and quality checks on all labeled datasets. I utilized multiple labeling platforms to maintain consistency and enhance dataset quality for model validation. • Implemented feedback loops and process optimisation for labeling tasks. • Delivered timely labeling results for multiple ML projects. • Created team documentation and optimized data pipelines through detailed feedback. • Reduced correction time by performing exploratory reviews and eliminating errors early.

As a Large Language Model Trainer, I categorized complex datasets including text, images, and audio to ensure they were model-ready. I developed feedback mechanisms for process improvements and conducted ongoing review and quality checks on all labeled datasets. I utilized multiple labeling platforms to maintain consistency and enhance dataset quality for model validation. • Implemented feedback loops and process optimisation for labeling tasks. • Delivered timely labeling results for multiple ML projects. • Created team documentation and optimized data pipelines through detailed feedback. • Reduced correction time by performing exploratory reviews and eliminating errors early.

2018 - 2020

Virtual Assistant (Data Labeling/AI Support)

LabelboxTextQuestion Answering

As a Virtual Assistant, I managed the prioritization and completion of labeling tasks for high-priority datasets. I developed automated processes for labeling repetitive data types and maintained a centralized repository for labeled datasets. I supported quality assurance in validating machine learning outputs and streamlined project workflows by deploying new labeling tools and processes. • Reduced manual work through automation. • Maintained high standards of accuracy and consistency. • Enhanced team efficiency with new labeling software adoption. • Communicated with clients to resolve data discrepancies promptly.

As a Virtual Assistant, I managed the prioritization and completion of labeling tasks for high-priority datasets. I developed automated processes for labeling repetitive data types and maintained a centralized repository for labeled datasets. I supported quality assurance in validating machine learning outputs and streamlined project workflows by deploying new labeling tools and processes. • Reduced manual work through automation. • Maintained high standards of accuracy and consistency. • Enhanced team efficiency with new labeling software adoption. • Communicated with clients to resolve data discrepancies promptly.

2016 - 2018

Education

Work History