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David Innocent

David Innocent

AI-Relevant: NYSC Teacher & Assessor (AI annotation and evaluation tasks)

Nigeria flagLagos State, Nigeria
$10.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Education and Social Science

Top Data Types

TextText
DocumentDocument

Top Task Types

ClassificationClassification
Data CollectionData Collection
Text SummarizationText Summarization

Freelancer Overview

AI-Relevant: NYSC Teacher & Assessor (AI annotation and evaluation tasks). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Education, University of Ibadan (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Entry LevelEnglish

Labeling Experience

AI-Relevant: NYSC Teacher & Assessor (AI annotation and evaluation tasks)

OtherText
Evaluated and annotated student written work, mirroring structured large-scale response annotation as performed in RLHF workflows. Designed and consistently applied rubric-based assessment criteria, providing calibrated, high-accuracy judgment across extensive qualitative data. Synthesized classroom observations into structured reports, translating qualitative insights into quantifiable training signals for AI models. • Monitored and tracked student behavior and progress. • Generated progressive analysis reports from written and observed data. • Role required strict consistency, accuracy, and clear feedback loops. • Used digital tools aligned with leading AI training platforms for annotation and evaluation.

Evaluated and annotated student written work, mirroring structured large-scale response annotation as performed in RLHF workflows. Designed and consistently applied rubric-based assessment criteria, providing calibrated, high-accuracy judgment across extensive qualitative data. Synthesized classroom observations into structured reports, translating qualitative insights into quantifiable training signals for AI models. • Monitored and tracked student behavior and progress. • Generated progressive analysis reports from written and observed data. • Role required strict consistency, accuracy, and clear feedback loops. • Used digital tools aligned with leading AI training platforms for annotation and evaluation.

2024 - 2025

Educational Observer – Qualitative Data Coder (AI annotation tasks)

OtherTextClassification
Collected, classified, and coded qualitative data on teaching methodologies and classroom interactions, standardizing unstructured observations into rigorous written reports. Developed and applied observation frameworks similar to annotation taxonomies for data labeling platforms. Effectively converted diverse field observations into structured, high-quality data annotations suitable for AI training projects. • Demonstrated reliability in qualitative coding practices. • Achieved inter-rater consistency using standardized frameworks. • Maintained detailed data logs and consistent documentation. • Mirrored foundational annotation and labeling workflows for AI tasks.

Collected, classified, and coded qualitative data on teaching methodologies and classroom interactions, standardizing unstructured observations into rigorous written reports. Developed and applied observation frameworks similar to annotation taxonomies for data labeling platforms. Effectively converted diverse field observations into structured, high-quality data annotations suitable for AI training projects. • Demonstrated reliability in qualitative coding practices. • Achieved inter-rater consistency using standardized frameworks. • Maintained detailed data logs and consistent documentation. • Mirrored foundational annotation and labeling workflows for AI tasks.

2022 - 2022

Education

U

University of Ibadan

Bachelor of Education, Guidance and Counselling and Political Science

Bachelor of Education
2020 - 2024

Work History

Q

Queen of Heaven Secondary School

NYSC Teacher and Assessor

Imo State
2024 - Present
U

University of Ibadan

Student Teacher

Ibadan
2023 - 2023