Brandon R.

Key Skills

Software

Labelbox

CVAT

Label Studio

Top Subject Matter

Computer Vision dataset preparation for ML training (object detection, segmentation, tracking, classification).

Video analytics and speech recognition dataset labeling for deep learning.

Speech/audio dataset annotation and dataset audits for ML training.

Top Data Types

Image

Video

Audio

Top Task Types

Object Detection

Tracking

Audio Recording

Bounding Box

Polygon

Segmentation

Classification

Point/Key Point

Cuboid

Transcription

Freelancer Overview

AI Training Specialist at ABC Artificial Intelligence Solutions. Core strengths include Labelbox, CVAT, and Label Studio. Education includes Bachelor of Science, University of Texas at Arlington (2021). AI-training focus includes data types such as Image, Video, and Audio and labeling workflows including Object Detection, Tracking, and Audio Recording.

Labeling Experience

AI Training Specialist at ABC Artificial Intelligence Solutions

LabelboxImageObject Detection

Annotated and validated image datasets for machine learning model training, including object detection labeling. Created precise bounding boxes and other computer-vision annotations aligned to project specifications. Conducted quality assurance reviews to ensure labels met or exceeded accuracy standards. • Bounding box creation for object detection datasets • Semantic/instance segmentation annotation using polygons and masks • Keypoint annotation for downstream training tasks • QA validation to maintain accuracy above 98%

2023 - Present

Data Annotation Specialist

LabelboxImageBounding BoxPolygon

No description provided.

2022 - 2023

Data Annotation Specialist at VisionTech AI Services

CVATVideoTracking

Labeled large-scale video datasets for image recognition and video analytics projects. Performed frame-by-frame video annotation and object tracking to support autonomous and analytics use cases. Reviewed team annotations and provided feedback to improve consistency across the labeling pipeline. • Frame-by-frame video annotation • Object tracking across video sequences • Speech and audio annotation for voice recognition support • Team annotation review and consistency feedback

2022 - 2023

AI Data Labeling Associate

LabelboxImageBounding BoxPolygon

No description provided.

2021 - 2022

AI Data Labeling Associate at SmartData Technologies

Label StudioAudioAudio Recording

Created annotations for audio datasets and supported multimodal AI model development. Applied classification labels to help train models and conducted quality checks to validate dataset readiness. Assisted with implementing annotation guidelines and auditing labeled data for consistency and accuracy. • Audio and speech-related annotation support • Classification labeling for AI model development • Quality checks and dataset audits • Support for annotation guideline implementation

2021 - 2022

Education

Work History