brian k.

Key Skills

Software

No software listed

Top Subject Matter

AI Infrastructure/Data Operations

Top Data Types

Text

Audio

Document

Top Task Types

Classification

Text Generation

RLHF

Computer Programming/Coding

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

Data Operations Professional Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Kansas State University (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Operations Intern

Text

During my Data Operations Internship at Torch.AI, I worked with machine learning data pipelines and model outputs. My main responsibility was to validate and check the integrity of AI-generated results, with a focus on analyzing the logical consistency of labeled outputs given the test data. I documented behaviors, edge cases, and organized datasets to support the AI training process and address corner case failures. • Assessed machine learning (ML) output quality using quantitative reasoning. • Organized and structured diverse test datasets for model evaluation. • Identified pipeline anomalies and documented edge cases during evaluation. • Supported integration of output validation analytics within product development.

2024 - 2024

Education

Work History