Ayo Amodu

Key Skills

Software

Label Studio

Labelbox

Appen

CVAT

Supervisely

LabelImg

Top Subject Matter

LLM Evaluation

Machine Learning

Ai/ml Domain Expertise

Top Data Types

Text

Image

Document

Top Task Types

Classification

Freelancer Overview

LLM Evaluator. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio, Google Sheets, and Labelbox. Education includes Bachelor of Science, Obafemi Awolowo University (2015). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

LLM Evaluator

Label StudioText

As an LLM Evaluator at Populii, I manually assessed model responses for accuracy, coherence, relevance, and safety across various language tasks. I provided preference labels (RLHF) and contributed to evaluation rubrics designed to enhance LLM fine-tuning and reduce hallucinations. My efforts included detailed documentation of biases, unsafe outputs, and feedback for engineering optimization. • Evaluated model response quality for summarization and question answering. • Used LabelStudio and Google Sheets to monitor safety and document outputs. • Developed and iterated evaluation guidelines with Labelbox. • Collaborated with ML engineers to recommend prompt improvements.

As an LLM Evaluator at Populii, I manually assessed model responses for accuracy, coherence, relevance, and safety across various language tasks. I provided preference labels (RLHF) and contributed to evaluation rubrics designed to enhance LLM fine-tuning and reduce hallucinations. My efforts included detailed documentation of biases, unsafe outputs, and feedback for engineering optimization. • Evaluated model response quality for summarization and question answering. • Used LabelStudio and Google Sheets to monitor safety and document outputs. • Developed and iterated evaluation guidelines with Labelbox. • Collaborated with ML engineers to recommend prompt improvements.

2026 - 2026

Data Annotator | Data Encoder | AI Data Trainer | Search Engine Evaluator

AppenTextClassification

At Appen, I analyzed and annotated large volumes of textual and visual data to train machine learning models. Tasks included metatagging, image and text classification, and comparison of chatbot Q&A for accuracy and safety. I performed 3D cuboid and LiDAR annotation, speech transcription, and actively participated in the improvement of annotation procedures and quality feedback. • Labeled image and text datasets for model training. • Conducted speech transcription and classification of audio data. • Compared chatbot responses for factuality and appropriateness. • Utilized a variety of data annotation tools and software platforms.

At Appen, I analyzed and annotated large volumes of textual and visual data to train machine learning models. Tasks included metatagging, image and text classification, and comparison of chatbot Q&A for accuracy and safety. I performed 3D cuboid and LiDAR annotation, speech transcription, and actively participated in the improvement of annotation procedures and quality feedback. • Labeled image and text datasets for model training. • Conducted speech transcription and classification of audio data. • Compared chatbot responses for factuality and appropriateness. • Utilized a variety of data annotation tools and software platforms.

2019 - 2025

Education

Work History