Joseph Amadi

Key Skills

Software

OneForma

Top Subject Matter

Search Engine/Information Retrieval

General AI/NLP

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Question Answering

Text Generation

Text Summarization

Prompt + Response Writing (SFT)

Fine-tuning

Transcription

Data Collection

Freelancer Overview

Rater — OneForma. Core strengths include OneForma and Outlier. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer & Evaluator — Outlier

Text

As an AI Trainer & Evaluator at Outlier, I trained and evaluated AI model outputs to enhance their quality and reliability. I was responsible for providing feedback and handling annotation tasks across multiple subject fields. My focus was to ensure model accuracy through detailed project and domain guidelines. • Trained AI models using domain-specific annotation tasks. • Evaluated generated content for quality and safety compliance. • Delivered structured feedback to aid ongoing AI improvements. • Maintained accuracy and project standards during evaluations.

As an AI Trainer & Evaluator at Outlier, I trained and evaluated AI model outputs to enhance their quality and reliability. I was responsible for providing feedback and handling annotation tasks across multiple subject fields. My focus was to ensure model accuracy through detailed project and domain guidelines. • Trained AI models using domain-specific annotation tasks. • Evaluated generated content for quality and safety compliance. • Delivered structured feedback to aid ongoing AI improvements. • Maintained accuracy and project standards during evaluations.

Not specified

Rater — OneForma

OneformaText

As a Rater at OneForma, I evaluated search engine results to assess their relevance and accuracy for improving AI algorithms. I adhered to specific guidelines to ensure the quality and consistency of ratings. My work focused on using analytical skills to support AI model development and deploy reliable datasets. • Evaluated large volumes of search results for relevance and intent. • Followed strict protocols to maintain high annotation consistency. • Used judgment tasks to identify data quality issues for AI training. • Contributed to improvements of AI-driven search performance.

As a Rater at OneForma, I evaluated search engine results to assess their relevance and accuracy for improving AI algorithms. I adhered to specific guidelines to ensure the quality and consistency of ratings. My work focused on using analytical skills to support AI model development and deploy reliable datasets. • Evaluated large volumes of search results for relevance and intent. • Followed strict protocols to maintain high annotation consistency. • Used judgment tasks to identify data quality issues for AI training. • Contributed to improvements of AI-driven search performance.

Not specified

Education

Work History