Dequala H.

Key Skills

Software

Data Annotation Tech

CloudFactory

Labelbox

Mercor

Mindrift

Remotasks

SuperAnnotate

Telus

Toloka

Internal/Proprietary Tooling

Google Cloud Vertex AI

Top Subject Matter

LLM output evaluation and prompt-response quality assessment for computer science tasks

Top Data Types

Text

Image

Document

Top Task Types

Bounding Box

Polygon

Classification

Segmentation

Point/Key Point

Polyline

Cuboid

Object Detection

Text Generation

Freelancer Overview

AI Data Trainer (Freelance) – Outlier AI (Remote). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Outlier AI. Education includes Master of Science, University of California, Los Angeles (UCLA) (2020) and Bachelor of Science, University of California, Los Angeles (UCLA) (2016). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Trainer (Freelance) – Outlier AI (Remote)

Text

Evaluated and ranked AI-generated responses for coding, reasoning, and technical writing tasks using Outlier AI. Assessed outputs for accuracy, logical consistency, and overall quality to support LLM training. Provided structured written feedback aligned with project rubrics and evolving guidelines.• Evaluated responses and assigned quality/accuracy ratings across multiple prompt types.• Produced detailed feedback to guide LLM fine-tuning and quality improvements.• Specialized in computer science prompts, algorithm explanations, and technical documentation review.• Completed 250+ evaluation tasks monthly with consistently high quality ratings.

2024 - Present

Education

Work History