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T

Tyler Roth

Data Annotator – Technical Evaluator

USA flagStaunton, Usa
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

General AI
Safety-Critical Domains
Multimodal AI

Top Data Types

TextText
ImageImage
Computer Code ProgrammingComputer Code Programming
DocumentDocument

Top Task Types

RLHFRLHF
Bounding BoxBounding Box

Freelancer Overview

Data Annotator – Technical Evaluator. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes High School Diploma, James River High School (2014). AI-training focus includes data types such as Text and Image and labeling workflows including RLHF and Bounding Box.

Intermediate

Labeling Experience

Bounding Box Annotator – Multimodal Evaluation

ImageBounding Box
I conducted bounding box annotation and localization tasks for image datasets as part of multimodal model evaluation. This involved precise spatial labeling and consistent assignment of categories to support AI model training. The tasks also included assessing personalization accuracy and responsiveness to corrective annotation instructions. • Drew bounding boxes to localize and categorize objects in images. • Evaluated image outputs for fidelity between user intent and model generation. • Maintained consistency and thoroughness across iterative labeling workflows. • Supported assessment of high-stakes safety-critical visual scenarios.

I conducted bounding box annotation and localization tasks for image datasets as part of multimodal model evaluation. This involved precise spatial labeling and consistent assignment of categories to support AI model training. The tasks also included assessing personalization accuracy and responsiveness to corrective annotation instructions. • Drew bounding boxes to localize and categorize objects in images. • Evaluated image outputs for fidelity between user intent and model generation. • Maintained consistency and thoroughness across iterative labeling workflows. • Supported assessment of high-stakes safety-critical visual scenarios.

2025 - Present

Data Annotator – Technical Evaluator

TextRLHF
As a Data Annotator – Technical Evaluator, I performed RLHF preference ranking by evaluating model-generated responses for accuracy, instruction-following, reasoning, and safety adherence. I wrote detailed comparative justifications to inform training signals and ensure consistent judgments across tasks. My work emphasized guideline adherence and included tasks such as side-by-side rating, adversarial prompt engineering, and multimodal evaluation. • Evaluated and ranked AI text responses across multiple quality dimensions. • Designed and executed adversarial prompts for red-teaming and model robustness. • Assessed factuality and policy alignment in Retrieval-Augmented Generation outputs. • Authored structured, evidence-based rationales for all annotation decisions.

As a Data Annotator – Technical Evaluator, I performed RLHF preference ranking by evaluating model-generated responses for accuracy, instruction-following, reasoning, and safety adherence. I wrote detailed comparative justifications to inform training signals and ensure consistent judgments across tasks. My work emphasized guideline adherence and included tasks such as side-by-side rating, adversarial prompt engineering, and multimodal evaluation. • Evaluated and ranked AI text responses across multiple quality dimensions. • Designed and executed adversarial prompts for red-teaming and model robustness. • Assessed factuality and policy alignment in Retrieval-Augmented Generation outputs. • Authored structured, evidence-based rationales for all annotation decisions.

2025 - Present

Education

J

James River High School

High School Diploma, General Studies

High School Diploma
2014 - 2014

Work History

L

Lowe’s Companies, Inc.

Sales Associate

Staunton
2024 - 2024
A

Amazon

Warehouse Associate

Fishersville
2023 - 2024