Kenson

Key Skills

Software

No software listed

Top Subject Matter

My strongest area in annotation is high-complexity text labeling

creating 'gold-standard' data. I excel at translating dense

multi-layered annotation guidelines into highly precise tags

entity recognition

category classifications. I treat data labeling not just as a repetitive task

Top Data Types

Computer Code Programming

Top Task Types

No task types listed

Freelancer Overview

Over the past 2-3 years, I have gained extensive experience in AI training and data labeling, focusing on improving model accuracy and response quality. My work has spanned multiple data modalities including text annotation, image segmentation, audio transcription, or video bounding boxes. I am highly proficient in utilizing platform tools like Labelbox, Scale AI, or custom internal tools to meticulously tag, categorize, and clean large datasets while strictly adhering to complex project guidelines. Beyond basic data labeling, I have also contributed to higher-level tasks if applicable, e.g., RLHF (Reinforcement Learning from Human Feedback), red-teaming, and prompt evaluation, where I evaluated AI-generated outputs for factual accuracy, tone, and safety. I pride myself on my strong attention to detail and ability to maintain a high quality assurance (QA) score, ensuring that the data feeding into the machine learning pipelines is both precise and reliable.

Labeling Experience

Education

Work History