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Stephen Guerriero

Stephen Guerriero

Systems and Software Engineer

USA flagOhio, Usa
$35.00/hrIntermediateCVATLabel Studio

Key Skills

Software

CVATCVAT
Label StudioLabel Studio

Top Subject Matter

Manufacturing – Industrial Systems & Automation
Technology – Software Systems & Data Processing
Operations – Business Workflows & Process Optimization

Top Data Types

Computer Code ProgrammingComputer Code Programming
TextText
VideoVideo

Top Task Types

Computer Programming/CodingComputer Programming/Coding
Data CollectionData Collection
Object DetectionObject Detection
Bounding BoxBounding Box

Freelancer Overview

Systems and software engineer with hands-on experience building real-world business and industrial systems. Strong background in working with structured workflows, data organization, and quality-focused execution in production environments. Experienced in analyzing, organizing, and working with complex datasets, with a focus on accuracy, consistency, and practical application in real-world systems. Comfortable supporting AI training workflows including data labeling, evaluation, and quality control, with an understanding of how data directly impacts model performance.

IntermediateEnglish

Labeling Experience

Iten Defense

ImageObject Detection
Labeled and annotated industrial image datasets for object detection models, focusing on identifying components, materials, and equipment in real-world manufacturing environments. Performed bounding box annotation with high accuracy, ensuring consistency across datasets. Worked with structured labeling guidelines to improve model training performance and reduce error rates. Maintained quality control by reviewing annotations and refining labeling standards for better model output.

Labeled and annotated industrial image datasets for object detection models, focusing on identifying components, materials, and equipment in real-world manufacturing environments. Performed bounding box annotation with high accuracy, ensuring consistency across datasets. Worked with structured labeling guidelines to improve model training performance and reduce error rates. Maintained quality control by reviewing annotations and refining labeling standards for better model output.

2024 - 2025

Education

A

Ashtabula, OH

Iten Defense – Systems / Software Engineer

Iten Defense – Systems / Software Engineer
2024 - 2025
O

Ohio

Independent Contractor – Software & Systems Solutions

Independent Contractor – Software & Systems Solutions
2021

Work History

I

Independent Contractor

Software and Systems Solutions Contractor

Ohio
2021 - Present
I

Iten Defense

Systems and Software Engineer

Ashtabula
2024 - 2025