Alyssa Carroll

Key Skills

Software

Roboflow

Top Subject Matter

Computer Vision

UAV Imagery

Object Detection

Top Data Types

Image

Top Task Types

Bounding Box

Polygon

Freelancer Overview

Computer Vision & UAV Project - Data Annotation Specialist. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Roboflow. Education includes Master of Engineering, Virginia Polytechnic Institute (2026) and Bachelor of Science, Christopher Newport University (2022). AI-training focus includes data types such as Image and labeling workflows including Bounding Box.

Labeling Experience

Computer Vision & UAV Project - Data Annotation Specialist

RoboflowImageBounding Box

I annotated image datasets using Roboflow for object detection tasks with consistent class definitions. I exported datasets in YOLO format and trained models using the annotated data. I identified and corrected labeling inconsistencies and applied data augmentation techniques within Roboflow. • Built custom object detection dataset from UAV imagery. • Structured train/validation dataset splits and ensured data consistency. • Iteratively refined annotations based on model evaluation. • Focused on producing high-quality labeled data for machine learning.

I annotated image datasets using Roboflow for object detection tasks with consistent class definitions. I exported datasets in YOLO format and trained models using the annotated data. I identified and corrected labeling inconsistencies and applied data augmentation techniques within Roboflow. • Built custom object detection dataset from UAV imagery. • Structured train/validation dataset splits and ensured data consistency. • Iteratively refined annotations based on model evaluation. • Focused on producing high-quality labeled data for machine learning.

2022 - 2023

Education

Work History