Trekecia Hall

Key Skills

Software

Label Studio

Top Subject Matter

Natural Language Processing/AI

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Classification

Freelancer Overview

AI Training Specialist (Contract). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Label Studio. Education includes Master of Science, University of Minnesota (2022) and Bachelor of Science, University of Minnesota (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Training Specialist (Contract)

Label StudioText

As an AI Training Specialist, I was responsible for training and evaluating large language models using structured prompts and diverse test cases. My primary duties included identifying model inaccuracies, providing feedback, and developing high-quality datasets for various learning workflows. I consistently ensured annotation accuracy and maintained data integrity across all assigned tasks. • Trained and evaluated LLMs via structured prompts and test cases. • Detected reasoning errors and inconsistencies in AI-generated text outputs. • Developed and managed datasets for supervised and reinforcement learning. • Delivered detailed feedback to enhance AI model quality.

As an AI Training Specialist, I was responsible for training and evaluating large language models using structured prompts and diverse test cases. My primary duties included identifying model inaccuracies, providing feedback, and developing high-quality datasets for various learning workflows. I consistently ensured annotation accuracy and maintained data integrity across all assigned tasks. • Trained and evaluated LLMs via structured prompts and test cases. • Detected reasoning errors and inconsistencies in AI-generated text outputs. • Developed and managed datasets for supervised and reinforcement learning. • Delivered detailed feedback to enhance AI model quality.

2024 - Present

Data Annotation Specialist

Label StudioTextClassification

As a Data Annotation Specialist at DataWorks Solutions, I was responsible for labeling and categorizing large datasets for NLP and AI-focused projects. My role involved reviewing machine-generated content for compliance and thoroughness, ensuring all data met project guidelines. Quality control and collaborative efforts with project managers were key components of my workflow. • Labeled and categorized textual data for AI model training. • Reviewed and validated content for alignment with project requirements. • Ensured data quality through stringent quality control measures. • Collaborated with teams to refine annotation criteria.

As a Data Annotation Specialist at DataWorks Solutions, I was responsible for labeling and categorizing large datasets for NLP and AI-focused projects. My role involved reviewing machine-generated content for compliance and thoroughness, ensuring all data met project guidelines. Quality control and collaborative efforts with project managers were key components of my workflow. • Labeled and categorized textual data for AI model training. • Reviewed and validated content for alignment with project requirements. • Ensured data quality through stringent quality control measures. • Collaborated with teams to refine annotation criteria.

2022 - 2023

Education

Work History