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Fuhaard Q.

Fuhaard Q.

Freelance AI Data Annotator & Labeler (Remotasks/Appen/DataAnnotation.tech/Toloka)

Nigeria flagLagos, Nigeria

Key Skills

Software

RemotasksRemotasks
AppenAppen
Data Annotation TechData Annotation Tech
TolokaToloka
Other

Top Subject Matter

NLP / text annotation for AI training datasets
Computer vision / image annotation
Speech/NLP audio annotation

Top Data Types

TextText
ImageImage
AudioAudio
DocumentDocument

Top Task Types

Entity (NER) ClassificationEntity (NER) Classification
SegmentationSegmentation
TranscriptionTranscription
RLHFRLHF
ClassificationClassification

Freelancer Overview

Freelance AI Data Annotator & Labeler (Remotasks/Appen/DataAnnotation.tech/Toloka). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Appen, and Data Annotation Tech. Education includes Bachelor of Science, Global Wealth University (2025) and National Diploma, Ogun State Institute of Technology (2020). AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Entity (NER) Classification, Segmentation, and Transcription.

Labeling Experience

Toloka

Freelance RLHF Response Ranking & Prompt Evaluation

TolokaTolokaTextTextRLHFRLHF

Contributed to RLHF-style response ranking and evaluation for AI-generated outputs. Rated responses for quality, accuracy, relevance, and safety, supporting downstream model improvement workflows. Engineered and tested prompts for LLM behavior verification across multiple scenarios. • RLHF response ranking • Prompt engineering and testing • Quality scoring with rationales • Safety and guideline compliance checks

2024 - Present
Data Annotation Tech

Freelance AI Data Annotator & Labeler (audio transcription & labeling)

Data Annotation TechData Annotation TechAudioAudioTranscriptionTranscription

Freelance audio dataset labeling for speech recognition and related NLP/audio tasks. Transcribed and labeled audio segments while tagging speaker intent, emotion, and content categories. Applied rigorous guidelines and maintained high accuracy to pass quality controls. • Audio transcription • Speaker intent and emotion labeling • Speech content category tagging • Quality audits and guideline adherence

2024 - Present
Appen

Freelance AI Data Annotator & Labeler (image labeling)

AppenAppenImageImageSegmentationSegmentation

Freelance annotation of image data for computer-vision model training. Produced object and region-level labels including bounding boxes and pixel-level semantic segmentation. Ensured labeling consistency and accuracy by adhering to style guides and project-specific schemas. • Bounding box annotation and object detection tagging • Image classification • Semantic segmentation • Dataset quality assurance and edge-case escalation

2024 - Present
Remotasks

Freelance AI Data Annotator & Labeler (Remotasks/Appen/DataAnnotation.tech/Toloka)

RemotasksRemotasksTextTextEntity (NER) ClassificationEntity (NER) Classification

Freelance AI annotation work across NLP labeling tasks for large, diverse datasets. Labeled entities and performed classification-based annotations to support search, toxicity, and intent-related model training. Followed detailed guideline schemas and escalated ambiguous cases to maintain dataset quality. • Named Entity Recognition (NER) tagging • Sentiment labeling and intent classification • Toxicity detection annotations • Quality audits and inter-annotator agreement checks

2024 - Present

AI Trainer & Content Evaluator (Mktrend)

OtherTextText

AI trainer and content evaluator assessing generated text against task instructions and content quality criteria. Checked outputs for factual accuracy, fluency, bias, and alignment, and provided rationale-based scoring to improve consistency. Supported LLM fine-tuning readiness by designing prompts and validating model responses across edge cases. • Content evaluation for accuracy, bias, and alignment • Prompt design and testing for LLM fine-tuning • HR and operational text classification/entity extraction • Calibrated written rationales and remote workflow coordination

2025 - 2026

Education

G

Global Wealth University

Bachelor of Science, Accounting & Finance

Bachelor of Science
2021 - 2025
O

Ogun State Institute of Technology

National Diploma, Banking & Finance

National Diploma
2018 - 2020

Work History

B

BQuins Solution Limited

HR Business Partner & Quality Assurance Lead

Lagos
2025 - 2025
B

BQuins Solution Limited

Data Analyst & AI-Assisted Reporting Specialist

Lagos
2024 - 2025