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Benson Uriah

Benson Uriah

LLM Trainer

Nigeria flagPort Harcourt, Nigeria
$20.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

Robotics Domain Expertise
LLM fine-tuning
video annotation

Top Data Types

VideoVideo
ImageImage
TextText
DocumentDocument

Top Task Types

Action RecognitionAction Recognition

Freelancer Overview

LLM Trainer. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes a Postgraduate Diploma, Institute of Petroleum Studies, University of Port Harcourt (2016), and a Bachelor of Engineering, Niger Delta University (2014). AI-training focus includes data types such as Video and labeling workflows, including Action Recognition.

ExpertEnglish

Labeling Experience

LLM Trainer

VideoAction Recognition
I collaborated with Turing’s LLM partner to create high-quality datasets for model fine-tuning and benchmarking. I was responsible for annotating robotic task videos by translating actions into detailed, timestamped descriptions to support LLM training. I also evaluated task success, identified errors, and ensured annotations complied with strict quality and consistency standards. • Reviewed and refined video annotations for clarity and adherence to guidelines. • Produced gold-standard datasets to enhance robotics and AI model performance. • Worked with internal or proprietary annotation tools to handle video data. • Supported the development of robust LLMs for robotic task understanding.

I collaborated with Turing’s LLM partner to create high-quality datasets for model fine-tuning and benchmarking. I was responsible for annotating robotic task videos by translating actions into detailed, timestamped descriptions to support LLM training. I also evaluated task success, identified errors, and ensured annotations complied with strict quality and consistency standards. • Reviewed and refined video annotations for clarity and adherence to guidelines. • Produced gold-standard datasets to enhance robotics and AI model performance. • Worked with internal or proprietary annotation tools to handle video data. • Supported the development of robust LLMs for robotic task understanding.

2025 - 2025

Education

I

Institute of Petroleum Studies, University of Port Harcourt

Postgraduate Diploma, Petroleum Technology

Postgraduate Diploma
2015 - 2016
N

Niger Delta University

Bachelor of Engineering, Mechanical Engineering

Bachelor of Engineering
2008 - 2014

Work History

B

Bistar Nigeria Limited

Senior Utility Plant Operator

Port Harcourt
2019 - Present