Eliud Kariuki

Key Skills

Software

Data Annotation Tech

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Text Generation

Freelancer Overview

I am a detail-oriented professional with a strong foundation in process optimization, risk assessment, and data accuracy, developed through my experience in inventory management and internal auditing. My background has equipped me with a keen eye for detecting discrepancies, ensuring data integrity, and implementing effective control measures—skills that are highly transferable to data labeling and AI training data roles. I am adept at following precise protocols, collaborating within teams, and quickly adapting to new tools and technologies. My commitment to continuous learning and my ability to manage and analyze large sets of information make me well-suited to contribute to high-quality data annotation projects, supporting the development of reliable AI systems.

Labeling Experience

RLHF & Factuality Evaluation for Large Language Models

Data Annotation TechTextText Generation

Performed high-level Reinforcement Learning from Human Feedback (RLHF) to align Large Language Models with human intent. Tasks included ranking multiple AI-generated responses based on helpfulness, honesty, and safety. I conducted deep-dive fact-checking, ensuring model outputs adhered to logical constraints and lacked hallucinations. I also authored complex multi-turn prompts to test the model’s reasoning capabilities in specialized domains.

Performed high-level Reinforcement Learning from Human Feedback (RLHF) to align Large Language Models with human intent. Tasks included ranking multiple AI-generated responses based on helpfulness, honesty, and safety. I conducted deep-dive fact-checking, ensuring model outputs adhered to logical constraints and lacked hallucinations. I also authored complex multi-turn prompts to test the model’s reasoning capabilities in specialized domains.

2024

Education

Work History