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Andrew Carter

Andrew Carter

AI Model Training Specialist - Machine Learning & NLP

USA flag
Philadelphia, Usa
$16.00/hrExpertCVATLabelboxMercor

Key Skills

Software

CVATCVAT
LabelboxLabelbox
MercorMercor
Snorkel AISnorkel AI
SuperAnnotateSuperAnnotate
Internal/Proprietary Tooling

Top Subject Matter

Coding website development
Annotation of images video text and audio
Quality Assurance of images audio and text

Top Data Types

AudioAudio
Computer Code ProgrammingComputer Code Programming
ImageImage
TextText
VideoVideo

Top Label Types

Audio Recording
Bounding Box
Computer Programming Coding
Data Collection
Emotion Recognition
Entity Ner Classification
Evaluation Rating
Fine Tuning
Mapping
Object Detection
Polygon
Prompt Response Writing SFT
Segmentation
Text Generation
Text Summarization
Transcription

Freelancer Overview

I am an experienced AI specialist and data annotation professional with a strong background in training data preparation for machine learning and natural language processing projects. My work as a freelancer has equipped me with hands-on expertise in annotating and labeling text, images, audio, and video using industry-standard platforms like Labelbox, CVAT, and SuperAnnotate. I excel at identifying and correcting errors in multimedia datasets, performing detailed quality assurance checks, and engineering prompts to enhance model performance. My skills also include audio transcription (including ATC and phonetic standards), video captioning with precise timestamping, and conducting A/B testing to optimize AI-driven outputs. With certifications in Python, JavaScript, CSS, and HTML, I bring a technical edge to every project and am committed to delivering high-quality, accurate training data that drives better AI outcomes.

ExpertEnglishFrenchSpanishPortugueseTurkishGreek Modern

Labeling Experience

Shannon 2

Internal Proprietary ToolingVideoPolygonEntity Ner Classification
label interpersonal affect evaluate the interpersonal effect based on the behavioral indicators and provide a label for the interpersonal effect train their system and improve the functions

label interpersonal affect evaluate the interpersonal effect based on the behavioral indicators and provide a label for the interpersonal effect train their system and improve the functions

2024 - 2024

Project Ribble - Driving and Intersection Complex Annotation US

Don T DiscloseImagePolygonText Generation
Review the annotations done during Part 1 (Simple Annotation) following the Part 1 Guidelines and Assign attributes. Part 2 (Complex Annotation) includes: Lane Attributes: Driving Lane priority ID and Exit Occlusion Metadata Attributes: Type of intersection and Type of action

Review the annotations done during Part 1 (Simple Annotation) following the Part 1 Guidelines and Assign attributes. Part 2 (Complex Annotation) includes: Lane Attributes: Driving Lane priority ID and Exit Occlusion Metadata Attributes: Type of intersection and Type of action

2024 - 2024
Snorkel AI

project Celandine EN QA

Snorkel AIAudioAudio Recording
QA Audio ensuring contributors adhere to the project guidelines and review the work of the contributors by listening to contributors audio recordings making notes of errors or guidelines that have not been adhered to and sending a detailed report back to the contributors on how to correct and adhere to the guidelines and rework the recordings.

QA Audio ensuring contributors adhere to the project guidelines and review the work of the contributors by listening to contributors audio recordings making notes of errors or guidelines that have not been adhered to and sending a detailed report back to the contributors on how to correct and adhere to the guidelines and rework the recordings.

2024 - 2024

Project Spotted Zebra

Don T DiscloseImagePolygonText Generation
N/A

N/A

2023 - 2024

Education

J

James Madison High School

High School Diploma, General Education

High School Diploma
2012 - 2016

Work History

R

Remote Freelancer in AI Model Training

Remote Freelancer in AI Model Training

philadelphia
2023 - Present
A

Advanced Employment Group

Data Entry Specialist

Remote
2025 - 2025