Prudence Udeciah

Key Skills

Software

iMerit

Sama

Top Subject Matter

Large Language Models

AI Training

Machine Learning Data

Top Data Types

Text

Document

Top Task Types

Classification

Freelancer Overview

LLM Trainer – iMerit. Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include iMerit and Sama. Education includes Degree in Project Management, EBU University (2022) and Digital Basics Certification, Samasource (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

LLM Trainer – iMerit

ImeritText

As an LLM Trainer at iMerit, I specialized in reviewing and enhancing large language model outputs. My responsibilities involved annotating, labeling, and evaluating various text data in accordance with set guidelines. I also maintained thorough quality assurance practices throughout all tasks. • Evaluated AI-generated responses for clarity, tone, and correctness • Labeled and annotated text datasets following project instructions • Performed QA checks and maintained activity records • Collaborated with a team to achieve productivity goals

As an LLM Trainer at iMerit, I specialized in reviewing and enhancing large language model outputs. My responsibilities involved annotating, labeling, and evaluating various text data in accordance with set guidelines. I also maintained thorough quality assurance practices throughout all tasks. • Evaluated AI-generated responses for clarity, tone, and correctness • Labeled and annotated text datasets following project instructions • Performed QA checks and maintained activity records • Collaborated with a team to achieve productivity goals

2025 - 2026

Delivery Associate / Reviewer – Samasource

SamaTextClassification

As a Delivery Associate/Reviewer at Samasource, I handled annotation and review of machine learning datasets. My work focused on providing detailed labels, supporting audits, and ensuring the accuracy of labeled data. I supported audit processes and collaborated to improve the ML workflow. • Annotated and reviewed machine learning data for training purposes • Provided feedback to support internal quality standards • Ensured labeling accuracy for client deliverables • Collaborated with team members for efficient workflows

As a Delivery Associate/Reviewer at Samasource, I handled annotation and review of machine learning datasets. My work focused on providing detailed labels, supporting audits, and ensuring the accuracy of labeled data. I supported audit processes and collaborated to improve the ML workflow. • Annotated and reviewed machine learning data for training purposes • Provided feedback to support internal quality standards • Ensured labeling accuracy for client deliverables • Collaborated with team members for efficient workflows

2017 - 2023

Education

Work History