Francis Odoh

Key Skills

Software

Scale AI

Appen

OneForma

Data Annotation Tech

Top Subject Matter

Computer Vision

Multimodal AI

Audio Transcription

Top Data Types

Image

Audio

Text

Document

Top Task Types

Transcription

Classification

Text Generation

Text Summarization

Fine-tuning

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance AI Data Annotator. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI, Appen, and Outlier. Education includes Bachelor of Engineering, Federal University of Technology, Owerri (2024). AI-training focus includes data types such as Image, Audio, and Text and labeling workflows including Bounding Box, Transcription, and Evaluation.

Labeling Experience

Freelance AI Data Annotator

Text

I reviewed AI-generated responses and ranked them according to naturalness, truthfulness, and instruction adherence. I evaluated generated images by AI for alignment with user prompts and ranked them for performance. I ensured feedback for model improvement was consistent and detailed. • Provided structured and ranked feedback on text and image outputs. • Supported RLHF (Reinforcement Learning from Human Feedback) workflows. • Applied quality control procedures for data annotation tasks. • Used various annotation platforms, including Outlier and Scale AI.

I reviewed AI-generated responses and ranked them according to naturalness, truthfulness, and instruction adherence. I evaluated generated images by AI for alignment with user prompts and ranked them for performance. I ensured feedback for model improvement was consistent and detailed. • Provided structured and ranked feedback on text and image outputs. • Supported RLHF (Reinforcement Learning from Human Feedback) workflows. • Applied quality control procedures for data annotation tasks. • Used various annotation platforms, including Outlier and Scale AI.

2022 - Present

Freelance AI Data Annotator

AppenAudioTranscription

I transcribed multi-speaker audio recordings such as podcasts, interviews, and sports commentaries into clear, time-stamped text. I performed speaker separation, accurate punctuation, and reviewed transcriptions for quality. I also carried out audio labelling and voice identification for segmenting tone, emotion, and speakers. • Annotated audio for proper classification and speaker identification. • Processed complex multi-speaker environments, including sports events. • Tagged audio segments for emotion and event type. • Adhered to detailed annotation rubrics and submission protocols.

I transcribed multi-speaker audio recordings such as podcasts, interviews, and sports commentaries into clear, time-stamped text. I performed speaker separation, accurate punctuation, and reviewed transcriptions for quality. I also carried out audio labelling and voice identification for segmenting tone, emotion, and speakers. • Annotated audio for proper classification and speaker identification. • Processed complex multi-speaker environments, including sports events. • Tagged audio segments for emotion and event type. • Adhered to detailed annotation rubrics and submission protocols.

2022 - Present

Freelance AI Data Annotator

Scale AIImageBounding Box

I performed image labelling and classification using bounding boxes and segmentation to tag objects and visual elements for training computer vision models. I generated detailed image-to-text descriptions for multimodal AI datasets, ensuring accuracy and consistency. I reviewed and validated the annotated datasets following strict project guidelines. • Utilized platforms such as Scale AI, Appen, Toloka, OneForma, Outlier, and uTest. • Maintained high data quality and acceptance rates through rigorous annotation practices. • Followed structured annotation rubrics and style guides. • Delivered work remotely as a freelance AI Data Annotator.

I performed image labelling and classification using bounding boxes and segmentation to tag objects and visual elements for training computer vision models. I generated detailed image-to-text descriptions for multimodal AI datasets, ensuring accuracy and consistency. I reviewed and validated the annotated datasets following strict project guidelines. • Utilized platforms such as Scale AI, Appen, Toloka, OneForma, Outlier, and uTest. • Maintained high data quality and acceptance rates through rigorous annotation practices. • Followed structured annotation rubrics and style guides. • Delivered work remotely as a freelance AI Data Annotator.

2022 - Present

Data Science Intern

DocumentClassification

I cleaned, labelled, and structured large datasets to support machine learning pipelines and training data needs. I validated data quality, flagged inconsistencies, and documented processes in structured reports. These actions directly contributed to robust datasets for AI training. • Ensured data quality through cleansing and validation. • Organized and prepared data for downstream machine learning use. • Produced documentation for clear communication of findings. • Supported data science and engineering teams during internship.

I cleaned, labelled, and structured large datasets to support machine learning pipelines and training data needs. I validated data quality, flagged inconsistencies, and documented processes in structured reports. These actions directly contributed to robust datasets for AI training. • Ensured data quality through cleansing and validation. • Organized and prepared data for downstream machine learning use. • Produced documentation for clear communication of findings. • Supported data science and engineering teams during internship.

2025 - 2026

Image annotation

ImagePrompt Response Writing SFT

I reviewed the images generated by AI when given a prompted to determine how well it followed the prompt given.

I reviewed the images generated by AI when given a prompted to determine how well it followed the prompt given.

2024 - 2026

Education

Work History