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Victory Friday

AI Data Labeler / Annotation Specialist

Nigeria flagAbuja, Nigeria
$40.00/hrIntermediateAws SagemakerMicro1Oneforma

Key Skills

Software

AWS SageMakerAWS SageMaker
Micro1
OneFormaOneForma
Other
Internal/Proprietary Tooling
CloudFactoryCloudFactory

Top Subject Matter

IT/Software Developemt/Consulting
Finance - Risk & Fraud Detection
document classification

Top Data Types

DocumentDocument
TextText
VideoVideo

Top Task Types

Entity (NER) ClassificationEntity (NER) Classification
RLHFRLHF
Text GenerationText Generation
Function CallingFunction Calling
Data CollectionData Collection
Question AnsweringQuestion Answering
Text SummarizationText Summarization

Freelancer Overview

AI Data Labeler / Annotation Specialist (Frisque project). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science with Honours, Glasgow Caledonian University (2024). AI-training focus includes data types such as Document and Text and labeling workflows including Entity (NER) Classification and RLHF.

IntermediateEnglishFrench

Labeling Experience

AI Data Labeler / RLHF Evaluator (Travelite project)

TextRLHF
Designed retrieval pipelines for a travel assistant, focusing on intent labeling and evaluation of conversation quality. Labeled ambiguous model outputs and failure modes, feeding back improvements for model tuning. Implemented RLHF-style preference ranking and instruction-feedback cycles. • Evaluated chat responses for natural language understanding. • Labeled user queries by intent and correctness. • Iteratively refined model outputs through annotation. • Produced feedback and quality signals to enhance AI retrieval.

Designed retrieval pipelines for a travel assistant, focusing on intent labeling and evaluation of conversation quality. Labeled ambiguous model outputs and failure modes, feeding back improvements for model tuning. Implemented RLHF-style preference ranking and instruction-feedback cycles. • Evaluated chat responses for natural language understanding. • Labeled user queries by intent and correctness. • Iteratively refined model outputs through annotation. • Produced feedback and quality signals to enhance AI retrieval.

Not specified

AI Data Labeler / Annotation Specialist (Frisque project)

DocumentEntity Ner Classification
Built a multi-agent AI due diligence platform that processes documents and annotates structured information relevant to investment analysis. Designed and tested agent instruction sets and prompt-response pairs to calibrate labeling accuracy and consistency. Managed annotation pipelines, ensuring data quality and integrity at scale. • Created and synthesized structured annotations from complex unstructured documents. • Developed agent-guided entity extraction configurations. • Evaluated schema conformance and handled labeling edge cases. • Oversaw and quality-controlled 100+ concurrent labeling jobs using async processing.

Built a multi-agent AI due diligence platform that processes documents and annotates structured information relevant to investment analysis. Designed and tested agent instruction sets and prompt-response pairs to calibrate labeling accuracy and consistency. Managed annotation pipelines, ensuring data quality and integrity at scale. • Created and synthesized structured annotations from complex unstructured documents. • Developed agent-guided entity extraction configurations. • Evaluated schema conformance and handled labeling edge cases. • Oversaw and quality-controlled 100+ concurrent labeling jobs using async processing.

Not specified

Education

G

Glasgow Caledonian University

Bachelor of Science with Honours, Computing

Bachelor of Science with Honours
2021 - 2024

Work History

D

Dodo Technologies

Junior Full Stack Software Developer

Floreal
2025 - 2025
E

Ellis Rekordz

IT Intern

Quatre Bornes
2022 - 2022