Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Document

Video

Top Task Types

Computer Programming Coding

Data Collection

Function Calling

Prompt Response Writing SFT

RLHF

Freelancer Overview

I have strong, hands-on experience in AI training data, RLHF, and multimodal evaluation across leading projects with OpenAI, Google Gemini, Apple, MistralAI, and OWL. My work includes generating high-quality annotations, designing evaluation rubrics, benchmarking model behavior, and producing gold-standard datasets for coding, reasoning, chart understanding, and video action recognition. What sets me apart is the combination of technical depth and data-quality expertise I not only label and evaluate data but also identify failure patterns, refine guidelines, and contribute to scalable, production-grade training pipelines that directly improve model reasoning, alignment, and performance.

Labeling Experience

Education

Work History