Gideon O.

Key Skills

Software

OneForma

Top Subject Matter

AI training

model evaluation

and data labeling quality assurance

Top Data Types

Text

Top Task Types

Classification

Entity (NER) Classification

Freelancer Overview

AI Training & Model Evaluation (OneForma UHRS). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma. Education includes Bachelor of Engineering, Akwa Ibom State University (2024) and National Business and Technical Examinations Board Certificate, Government Technical College (2015). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Evaluation Specialist - OneForma

TextEntity (NER) ClassificationClassification

You performed AI-related work focused on AI evaluation and prompt engineering for generative AI workflows. The role required you to assess AI-generated outputs, apply structured feedback, and support quality checks of labeled materials. You needed strong analytical thinking and an eye for quality to maintain accuracy and productivity targets. • Evaluate AI outputs for quality and consistency • Apply prompt engineering techniques for generative AI tasks • Support machine learning fundamentals and dataset preparation activities • Perform quality assurance through structured feedback and review

2020 - 2022

Data Labeling & Annotation (OneForma UHRS)

OneFormaTextClassification

Data annotation and labeling activities for AI training on textual information, supporting the creation and validation of supervised learning datasets. Applied AI fundamentals and annotation guidelines to ensure labeled examples were accurate and consistent with required categories. Participated in dataset preparation workflows that emphasized correctness, coverage, and adherence to labeling standards. • Labeled text-based training examples • Ensured consistency with annotation guidelines • Assisted with dataset preparation and validation • Supported QA checks for label quality

2020 - 2022

AI Training & Model Evaluation (OneForma UHRS)

OneFormaText

AI training and model evaluation work focused on reviewing AI-generated outputs for correctness, relevance, and overall quality in the context of AI moderation. Conducted iterative feedback to improve model performance and ensure consistent dataset quality during training cycles. Supported prompt engineering and generative AI fundamentals by validating that responses aligned with expected behaviors and guidelines. • Reviewed and assessed AI outputs • Provided structured feedback for model improvements • Performed quality assurance on training material • Supported AI training and evaluation processes

2020 - 2022

Education

Work History