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Femi Shanu

AI Training Contributor: LLM Response Evaluation and Annotation

Nigeria flagN/A, Nigeria
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

Large Language Models (LLMs) and AI Response Evaluation
Multimodal AI Systems
Image Annotation

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Bounding BoxBounding Box

Freelancer Overview

AI Training Contributor: LLM Response Evaluation and Annotation. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Engineering, Obafemi Awolowo University (2024). AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation, Rating, and Bounding Box.

Intermediate

Labeling Experience

AI Training Contributor: Image Annotation & Multimodal Dataset Evaluation

ImageBounding Box
I performed image annotation and dense bounding box labeling as part of multimodal dataset evaluation tasks. My responsibilities included drawing bounding boxes around objects within images and ensuring the accuracy of visual data annotations. I analyzed image reconstructions for structural accuracy and visual fidelity to support AI model training and evaluation. • Annotated images with dense bounding boxes following strict guidelines. • Compared original and AI-generated images for structural and visual accuracy. • Assessed photorealism and visual consistency within multimodal workflows. • Ensured dataset quality and reliability through meticulous annotation practices.

I performed image annotation and dense bounding box labeling as part of multimodal dataset evaluation tasks. My responsibilities included drawing bounding boxes around objects within images and ensuring the accuracy of visual data annotations. I analyzed image reconstructions for structural accuracy and visual fidelity to support AI model training and evaluation. • Annotated images with dense bounding boxes following strict guidelines. • Compared original and AI-generated images for structural and visual accuracy. • Assessed photorealism and visual consistency within multimodal workflows. • Ensured dataset quality and reliability through meticulous annotation practices.

2025 - Present

AI Training Contributor: LLM Response Evaluation and Annotation

Text
As an AI Training Contributor, I provided structured evaluation and annotation to improve large language model performance. My work included reviewing and ranking AI-generated outputs, reasoning quality, and instruction adherence for text-based data. I followed RLHF guidelines to deliver high-quality, detailed feedback for continuous model improvement. • Evaluated model-generated textual responses for accuracy, logical consistency, and instruction alignment. • Ranked and compared outputs, identifying hallucinations and factual errors. • Delivered structured, reasoned feedback in accordance with RLHF methodologies. • Maintained high accuracy and consistency across high-volume evaluation workflows.

As an AI Training Contributor, I provided structured evaluation and annotation to improve large language model performance. My work included reviewing and ranking AI-generated outputs, reasoning quality, and instruction adherence for text-based data. I followed RLHF guidelines to deliver high-quality, detailed feedback for continuous model improvement. • Evaluated model-generated textual responses for accuracy, logical consistency, and instruction alignment. • Ranked and compared outputs, identifying hallucinations and factual errors. • Delivered structured, reasoned feedback in accordance with RLHF methodologies. • Maintained high accuracy and consistency across high-volume evaluation workflows.

2025 - Present

Education

O

Obafemi Awolowo University

Bachelor of Engineering, Civil Engineering

Bachelor of Engineering
2024 - 2024

Work History

B

BNG Projects Engineering & Design Firm

Junior Civil Designer

N/A
2024 - Present
B

Biufort Real Estate Development Company

Construction Site Coordinator

N/A
2022 - 2024