Dionade F.

Key Skills

Software

Mercor

Micro1

Telus

Top Subject Matter

Tech & AI

Finance

Healthcare

Top Data Types

Image

Text

Document

Top Task Types

Classification

Text Generation

Text Summarization

Transcription

Evaluation/Rating

Data Collection

Question Answering

Freelancer Overview

Here's a 1-2 paragraph summary you can use for that application question: My experience with data labeling and AI training data centers on applying structured analytical frameworks to classify and evaluate complex, nuanced information at scale. In a recent data labeling project, I worked through a detailed instruction set to systematically categorize workplace statements by type, urgency, and scope — requiring careful reading comprehension, consistent judgment across edge cases, and strict adherence to rubric criteria. That work reinforced my ability to move quickly without sacrificing accuracy, and to flag ambiguities rather than force misclassified labels. What sets me apart is the operational discipline I bring from over a decade in the Army National Guard, where precision in documentation and process compliance weren't optional — they were mission-critical. I've applied that same rigor to AI tools in my own workflow, using platforms like Claude to build structured outputs, refine prompts for consistent results, and evaluate response quality against specific criteria. I understand that clean, well-labeled data is the foundation of reliable AI — and I approach that work with the same accountability I'd bring to any high-stakes operational task.

Education

Work History