Key Skills

Software

CVAT

Top Subject Matter

Conversational AI

Natural Language Processing (NLP)

Legal Services & Contract Review

Top Data Types

Text

Video

Document

Top Task Types

RLHF

Freelancer Overview

I am a detail-oriented professional with a strong foundation in high-accuracy data management and linguistic quality assurance. My experience is built on a unique combination of high-volume logistics (Uber/Instacart), where I maintained a 98%+ fulfillment accuracy rate by strictly adhering to complex customer SOPs, and over a decade of independent adversarial testing of conversational AI models. I have a natural 'knack' for identifying subtle logical inconsistencies, grammatical errors, and edge-case anomalies—skills that are critical for Reinforcement Learning from Human Feedback (RLHF) and the Supervised Fine-Tuning (SFT) of Large Language Models. What sets me apart is my technical autonomy and 'Human-in-the-Loop' mindset. I operate a customized mobile Linux workstation (SteamOS/KDE Plasma), which allows me to navigate non-Windows environments, manage system-level optimizations, and ensure 100% uptime for browser-based annotation tasks. Combined with a background in Business Systems and Technology, I bring both the analytical rigor needed for complex image segmentation and the nuanced linguistic judgment required for high-level model ranking and fact-verification.

Labeling Experience

Education

Work History