Haley H.

Key Skills

Software

Internal/Proprietary Tooling

Remotasks

Label Studio

Labelbox

SuperAnnotate

Top Subject Matter

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Image

Text

Document

Top Task Types

Classification

Object Detection

Question Answering

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

Chief of Staff & Operations in Contract Review, Compliance, and Legal Research. Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution.

Labeling Experience

Outlier Operations

AudioEvaluation/Rating

Responsibilities included overseeing quality control processes, performing Evaluation Rating on large volumes of training data, auditing labeled examples for accuracy and consistency, and enforcing strict rubric guidelines across multiple projects. Collaborated with labeling teams to maintain high data quality standards, identified patterns in model weaknesses, escalated critical issues, and contributed to operational improvements that enhanced overall training pipeline efficiency. Worked across diverse domains including business, STEM, and general AI alignment tasks while consistently meeting or exceeding performance targets.

2025 - 2025

Outlier

VideoClassification

Performed high-quality AI training and data labeling tasks on the Outlier platform to improve large language model performance. Responsibilities included evaluating AI-generated responses for accuracy, coherence, and helpfulness; ranking multiple model outputs; rewriting responses to meet strict quality standards; and providing detailed feedback on reasoning, factuality, and instruction adherence. Worked on diverse datasets covering STEM, general knowledge, process and creative tasks. Consistently maintained top-tier quality scores and contributed to projects involving thousands of examples

2025 - 2025

Remotasks AI Data Labeling- squidink

ImageBounding Box

Performed high-volume AI data labeling and annotation tasks on the Remotasks (Scale AI) platform. Specialized in computer vision projects involving image and video annotation for training machine learning models. Completed tasks such as Bounding Box annotation, Object Detection, Segmentation, Polyline, and Point Key Point labeling across diverse datasets. Maintained high accuracy and consistency while working under strict quality guidelines and tight deadlines. Contributed to large-scale projects supporting autonomous vehicles, robotics, and general visual AI systems. Demonstrated strong attention to detail and ability to handle complex annotation workflows efficiently.

2024 - 2024

Outlier Video Bizdev

DocumentEvaluation/Rating

Contributed to Outlier’s Video Bizdev project, focusing on training AI models for business-oriented video content. Performed Evaluation Rating tasks on short business development videos, sales pitches, marketing clips, and client-facing scenarios. Evaluated AI-generated video scripts, full video outputs, and multimodal responses for professionalism, clarity, engagement, persuasive impact, brand alignment, and overall effectiveness. Ranked multiple outputs, provided detailed qualitative feedback, and ensured content met high business communication standards. Supported the improvement of video-understanding and video-generation capabilities for real-world business applications.

2024 - 2024

Education

Work History