Brian K.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

AI content review and LLM output evaluation

Video data annotation and AI output correction

Top Data Types

Text

Video

Image

Top Task Types

Data Collection

Freelancer Overview

Freelancer AI Content Reviewer (Remote). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Science, Cooperative University (2024). AI-training focus includes data types such as Text and Video and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Data Annotation (Atlas capture)

OtherVideoData Collection

Labeled videos to help train machine learning models with precise annotations. Reviewed AI-generated responses related to the video outputs and supported corrections when needed. Contributed to improving dataset quality for downstream model training. • Performed video labeling tasks for training data • Verified AI-generated responses and flagged issues • Helped correct errors to improve annotation reliability • Ensured labeled outputs met task requirements

2025 - 2026

Freelancer AI Content Reviewer (Remote)

Don't discloseText

Reviewed AI-generated responses to ensure accuracy, clarity, and logical reasoning using structured guidelines. Evaluated model outputs and ranked responses based on quality, correctness, and creativity. Provided detailed feedback to improve language model performance. • Assessed outputs against evaluation criteria • Produced improvement suggestions for better reasoning and language • Assisted in ordering or ranking AI outputs by quality • Created prompts to test model reasoning and image understanding

2024 - 2025

Education

Work History