Branding

Key Skills

Software

Scale AI

Appen

Remotasks

Top Subject Matter

AI Language Model Training

Content Moderation

Computer Vision

Top Data Types

Text

Image

Video

Top Task Types

RLHF

Bounding Box

Segmentation

Object Detection

Fine Tuning

Classification

Point Key Point

Entity Ner Classification

Text Summarization

Red Teaming

Transcription

Freelancer Overview

Freelance AI Content Evaluator & Data Labeler. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI, Remotasks, and Appen. Education includes Bachelor of Arts, Obafemi Awolowo University and Senior Secondary Certificate, Stars International College. AI-training focus includes data types such as Text, Image, and Video and labeling workflows including RLHF, Bounding Box, and Segmentation.

Labeling Experience

AI Content Creator & YouTube Channel Operator

OtherText

Built workflows to systematically evaluate, rank, and select AI-generated scripts, captions, and voiceovers for quality and coherence. Developed judgment standards for output quality, mirroring preference annotation pipelines in RLHF. Authored and reviewed hundreds of AI-generated content samples to refine evaluation metrics and labeling frameworks. • Applied experience with generative AI tools to annotation processes. • Designed a system ('Content Factory') for scalable content evaluation. • Focused on multimodal output quality in video scripting and captioning. • Established consistency benchmarks for content rating.

Built workflows to systematically evaluate, rank, and select AI-generated scripts, captions, and voiceovers for quality and coherence. Developed judgment standards for output quality, mirroring preference annotation pipelines in RLHF. Authored and reviewed hundreds of AI-generated content samples to refine evaluation metrics and labeling frameworks. • Applied experience with generative AI tools to annotation processes. • Designed a system ('Content Factory') for scalable content evaluation. • Focused on multimodal output quality in video scripting and captioning. • Established consistency benchmarks for content rating.

2024 - Present

Freelance AI Content Evaluator & Data Labeler

Scale AIVideoSegmentation

Performed video annotation tasks requiring frame-level decision-making for computer vision training. Evaluated scene classification and applied keyframe labeling for improved model accuracy. Consistently adhered to detailed guidelines across video labeling projects in support of deep learning workflows. • Applied narrative analysis skills to assess video coherence and pacing. • Managed annotation workflows for multi-modal datasets. • Used advanced segmentation for accurate object identification in video. • Delivered high quality, consistent results over extended projects.

Performed video annotation tasks requiring frame-level decision-making for computer vision training. Evaluated scene classification and applied keyframe labeling for improved model accuracy. Consistently adhered to detailed guidelines across video labeling projects in support of deep learning workflows. • Applied narrative analysis skills to assess video coherence and pacing. • Managed annotation workflows for multi-modal datasets. • Used advanced segmentation for accurate object identification in video. • Delivered high quality, consistent results over extended projects.

2023 - Present

Freelance AI Content Evaluator & Data Labeler

Scale AIImageBounding Box

Labeled images for computer vision tasks, evaluating composition, subject clarity, and context with industry standards. Applied bounding box and segmentation mask techniques to annotate visual datasets for machine learning pipelines. Contributed to content moderation by accurately flagging policy-violating imagery across varied projects. • Ensured annotation consistency across image labeling projects. • Leveraged filmmaking expertise for composition and scene evaluation. • Worked on multi-week labeling tasks for consistency and quality. • Used professional judgment to maintain output alignment with task guidelines.

Labeled images for computer vision tasks, evaluating composition, subject clarity, and context with industry standards. Applied bounding box and segmentation mask techniques to annotate visual datasets for machine learning pipelines. Contributed to content moderation by accurately flagging policy-violating imagery across varied projects. • Ensured annotation consistency across image labeling projects. • Leveraged filmmaking expertise for composition and scene evaluation. • Worked on multi-week labeling tasks for consistency and quality. • Used professional judgment to maintain output alignment with task guidelines.

2023 - Present

Freelance AI Content Evaluator & Data Labeler

Scale AITextRLHF

Performed RLHF preference ranking and content evaluation for AI-generated text outputs. Consistently applied quality, safety, and helpfulness guidelines in selecting or rewriting outputs for large language model training. Maintained high annotation quality scores on AI data labeling platforms throughout various projects. • Compared AI-generated text outputs and applied prompt evaluation techniques. • Annotated creative and instructional prompts for LLM fine-tuning tasks. • Labeled and flagged policy-violating text data for content moderation datasets. • Utilized background in scriptwriting and narrative structure for advanced content assessment.

Performed RLHF preference ranking and content evaluation for AI-generated text outputs. Consistently applied quality, safety, and helpfulness guidelines in selecting or rewriting outputs for large language model training. Maintained high annotation quality scores on AI data labeling platforms throughout various projects. • Compared AI-generated text outputs and applied prompt evaluation techniques. • Annotated creative and instructional prompts for LLM fine-tuning tasks. • Labeled and flagged policy-violating text data for content moderation datasets. • Utilized background in scriptwriting and narrative structure for advanced content assessment.

2023 - Present

Education

Work History