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Afuwape Sunday

Afuwape Sunday

AI Data Contributor (Freelance) | Outlier

Nigeria flagLagos, Nigeria
$12.00/hrEntry LevelLabel StudioOther

Key Skills

Software

Label StudioLabel Studio
Other

Top Subject Matter

Computer Vision
Audio Processing & Speech Recognition
AI Code Generation & Evaluation

Top Data Types

ImageImage
AudioAudio
Computer Code ProgrammingComputer Code Programming

Top Task Types

ClassificationClassification
TranscriptionTranscription
Computer Programming/CodingComputer Programming/Coding

Freelancer Overview

AI Data Contributor (Freelance) | Outlier. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Medplus Pharmacy Ltd, Software Developer (2024) and Kuadratik Inc, Software Developer (2022). AI-training focus includes data types such as Image, Audio, and Computer Code and labeling workflows including Classification, Transcription, and Evaluation.

Entry LevelEnglish

Labeling Experience

AI Data Contributor (Freelance) | Outlier

I evaluated AI-generated code outputs for correctness, clarity, and adherence to prompt requirements. My work leveraged extensive software engineering experience to identify subtle bugs, poor coding patterns, and failures in instruction-following. Providing clear ratings and qualitative feedback helped refine AI models' ability to generate accurate and reliable code solutions. • Assessed solution validity and code quality based on provided prompts. • Spotted errors or misleading code patterns missed by basic test cases. • Followed nuanced annotation and evaluation guidelines specific to AI code assessment. • Delivered actionable feedback to support ongoing model improvements.

I evaluated AI-generated code outputs for correctness, clarity, and adherence to prompt requirements. My work leveraged extensive software engineering experience to identify subtle bugs, poor coding patterns, and failures in instruction-following. Providing clear ratings and qualitative feedback helped refine AI models' ability to generate accurate and reliable code solutions. • Assessed solution validity and code quality based on provided prompts. • Spotted errors or misleading code patterns missed by basic test cases. • Followed nuanced annotation and evaluation guidelines specific to AI code assessment. • Delivered actionable feedback to support ongoing model improvements.

2024 - Present

AI Data Contributor (Freelance) | Outlier

AudioTranscription
I contributed to audio transcription projects by reviewing and correcting model-generated transcripts against source audio files. My transcription work emphasized accuracy, speaker identification, and handling edge cases such as various accents and overlapping speech. Consistency with detailed annotation guidelines was a key component of each task assigned. • Corrected and improved AI-generated transcripts for higher fidelity. • Focused on challenging scenarios like accented and overlapping speech segments. • Applied strict transcription guidelines as outlined by project requirements. • Used proprietary and internal transcription tools as provided by the client.

I contributed to audio transcription projects by reviewing and correcting model-generated transcripts against source audio files. My transcription work emphasized accuracy, speaker identification, and handling edge cases such as various accents and overlapping speech. Consistency with detailed annotation guidelines was a key component of each task assigned. • Corrected and improved AI-generated transcripts for higher fidelity. • Focused on challenging scenarios like accented and overlapping speech segments. • Applied strict transcription guidelines as outlined by project requirements. • Used proprietary and internal transcription tools as provided by the client.

2024 - Present

AI Data Contributor (Freelance) | Outlier

ImageClassification
I performed image classification tasks, labeling and verifying training data for computer vision models to enhance accuracy and robustness. My role involved close inspection of images, flagging ambiguous or mislabeled samples, and consistently applying detailed annotation guidelines to ensure high data quality. I collaborated with project leads to clarify unclear instructions and maintained a strong focus on quality throughout annotation cycles. • Accurately labeled thousands of image samples for AI training purposes. • Flagged inconsistent samples to improve dataset integrity. • Utilized proprietary internal labeling tools as provided by the client. • Raised questions or concerns on edge cases and unclear data situations to improve overall labeling consistency.

I performed image classification tasks, labeling and verifying training data for computer vision models to enhance accuracy and robustness. My role involved close inspection of images, flagging ambiguous or mislabeled samples, and consistently applying detailed annotation guidelines to ensure high data quality. I collaborated with project leads to clarify unclear instructions and maintained a strong focus on quality throughout annotation cycles. • Accurately labeled thousands of image samples for AI training purposes. • Flagged inconsistent samples to improve dataset integrity. • Utilized proprietary internal labeling tools as provided by the client. • Raised questions or concerns on edge cases and unclear data situations to improve overall labeling consistency.

2024 - Present

Education

S

Software Developer

Medplus Pharmacy Ltd

Medplus Pharmacy Ltd
2022 - 2024
S

Software Developer

Kuadratik Inc

Kuadratik Inc
2020 - 2022

Work History

N

Networkx.ai

Senior Software Engineer

Lagos
2025 - 2025
M

Medplus Pharmacy

Software Developer

Lagos
2022 - 2024