Emmanuel Ebedi

Key Skills

Software

OneForma

Clickworker

Data Annotation Tech

LabelImg

Toloka

Top Subject Matter

AI Model Evaluation

Top Data Types

Text

Image

Video

Top Task Types

Classification

Text Generation

Object Detection

Question Answering

Text Summarization

RLHF

Transcription

Prompt Response Writing SFT

Freelancer Overview

AI Annotation Expert | OneForma. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Annotation Expert | OneForma

OneformaText

This role focused on evaluating and analyzing AI-generated responses for content accuracy and user relevance. Structured rating systems were utilized to assess AI performance against predefined metrics. The position required delivering human-centric feedback to improve the quality and usability of AI outputs. • Evaluated AI outputs for accuracy, relevance, and coherence • Applied rating systems to assess performance • Provided feedback to improve AI models • Identified inconsistencies to support AI model enhancement

This role focused on evaluating and analyzing AI-generated responses for content accuracy and user relevance. Structured rating systems were utilized to assess AI performance against predefined metrics. The position required delivering human-centric feedback to improve the quality and usability of AI outputs. • Evaluated AI outputs for accuracy, relevance, and coherence • Applied rating systems to assess performance • Provided feedback to improve AI models • Identified inconsistencies to support AI model enhancement

2019 - 2024

Education

Work History