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Paul Odogwu

AI Response Evaluator & Data Annotator

Nigeria flagLagos, Nigeria
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

Large Language Model (LLM) AI response evaluation
Intent and sentiment annotation for LLMs
Legal Services & Contract Review

Top Data Types

TextText
DocumentDocument

Top Task Types

ClassificationClassification

Freelancer Overview

AI Response Evaluator & Data Annotator. Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include RemoExpert. Education includes Bachelor of Science, University of Nigeria, Enugu. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Intermediate

Labeling Experience

Annotation & Classification Project Contributor

TextClassification
In an annotation and classification project, I labeled datasets for intent, sentiment, and relevance to support LLM fine-tuning and evaluation. I applied consistent logic across ambiguous and edge-case data ensuring high accuracy. My annotation work contributed to the improvement of task completion speed and data quality assurance. • Labeled text datasets for various classification objectives. • Ensured annotation consistency on ambiguous and challenging cases. • Contributed actionable feedback to improve accuracy and efficiency. • Supported ongoing LLM fine-tuning and classification initiatives.

In an annotation and classification project, I labeled datasets for intent, sentiment, and relevance to support LLM fine-tuning and evaluation. I applied consistent logic across ambiguous and edge-case data ensuring high accuracy. My annotation work contributed to the improvement of task completion speed and data quality assurance. • Labeled text datasets for various classification objectives. • Ensured annotation consistency on ambiguous and challenging cases. • Contributed actionable feedback to improve accuracy and efficiency. • Supported ongoing LLM fine-tuning and classification initiatives.

2025 - Present

AI Response Evaluator & Data Annotator

Text
As an AI Response Evaluator & Data Annotator, I evaluated LLM-generated responses using detailed rubrics and annotation guidelines. I performed pairwise comparison and ranking of AI outputs for accuracy and relevance, identifying hallucinations and policy violations. I provided structured justifications and improved response quality to meet defined safety and quality standards. • Evaluated over 100 AI-generated responses for rubric alignment and safety. • Conducted pairwise comparisons and ranked outputs for instruction adherence. • Identified and flagged hallucinations, inconsistencies, and policy breaches. • Delivered high-consistency evaluations under fast-paced, repetitive scenarios.

As an AI Response Evaluator & Data Annotator, I evaluated LLM-generated responses using detailed rubrics and annotation guidelines. I performed pairwise comparison and ranking of AI outputs for accuracy and relevance, identifying hallucinations and policy violations. I provided structured justifications and improved response quality to meet defined safety and quality standards. • Evaluated over 100 AI-generated responses for rubric alignment and safety. • Conducted pairwise comparisons and ranked outputs for instruction adherence. • Identified and flagged hallucinations, inconsistencies, and policy breaches. • Delivered high-consistency evaluations under fast-paced, repetitive scenarios.

2025 - Present

Education

U

University of Nigeria, Enugu

Bachelor of Science, Architecture

Bachelor of Science
Not specified

Work History

C

Contract

Architect and Site Supervisor

Lagos
2020 - Present