Key Skills

Software

Appen

Clickworker

Figure Eight

Google Cloud Vertex AI

Other

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Video

Top Label Types

Audio Recording

Computer Programming Coding

Emotion Recognition

Prompt Response Writing SFT

Text Generation

Freelancer Overview

I specialize in high-judgment data labeling and AI training work for enterprise and B2B SaaS products, where context and decision quality matter more than volume. My experience includes labeling qualitative research data, customer interviews, internal communications, and product documentation to surface intent, risk, confidence, and adoption signals. I’m particularly strong at separating signal from noise in messy, real-world business data and translating ambiguous inputs into structured, model-ready insights. What sets me apart is my background as a senior product leader building AI-native and workflow-driven platforms from 0→1. I approach data labeling the same way I approach product discovery: with rigor, consistency, and an understanding of how the data will be used downstream. This allows me to deliver annotations that improve model usefulness, trust, and real-world applicability rather than just meeting labeling guidelines.

Labeling Experience

Education

Work History