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A

Ashley Smith

Machine Learning Data Analyst

Canada flagWinnipeg, Canada
$20.00/hrIntermediateOtherData Annotation Tech

Key Skills

Software

Other
Data Annotation TechData Annotation Tech

Top Subject Matter

General Machine Learning
Business Administration
AI Training Data & Model Evaluation

Top Data Types

TextText
VideoVideo
ImageImage

Top Task Types

Classification
Prompt Response Writing SFT
Evaluation Rating
Transcription
RLHF
Text Generation
Text Summarization
Fine Tuning
Data Collection
Question Answering
Bounding Box
Object Detection

Freelancer Overview

I have nearly two years of experience in AI training data and data labeling through my role as an AI Data Trainer with Invisible Technologies. I’ve worked with large datasets to perform accurate annotation, classification, and evaluation, helping improve the performance and reliability of machine learning models. I’m experienced in following detailed guidelines, maintaining consistency, and ensuring high-quality outputs in fast-paced, evolving environments. I also have strong skills in quality assurance, reviewing model responses, and providing clear, structured feedback to support ongoing improvements. My attention to detail, critical thinking, and ability to quickly adapt to new tools and processes allow me to contribute effectively to AI development workflows.

IntermediateEnglish

Labeling Experience

Machine Learning Data Analyst

OtherTextClassification
I labeled and annotated text datasets to contribute to the training of machine learning models. My responsibilities included performing quality assurance checks and complying with detailed guidelines. I collaborated with engineers and linguists to ensure data consistency across multiple annotation batches. • Labeled and annotated text data according to project requirements • Conducted quality checks for guideline compliance • Team collaboration for feedback and model refinement • Independently managed workload as a remote contractor

I labeled and annotated text datasets to contribute to the training of machine learning models. My responsibilities included performing quality assurance checks and complying with detailed guidelines. I collaborated with engineers and linguists to ensure data consistency across multiple annotation batches. • Labeled and annotated text data according to project requirements • Conducted quality checks for guideline compliance • Team collaboration for feedback and model refinement • Independently managed workload as a remote contractor

2024 - Present

Education

R

Robertson College

Diploma in Business Administration, Business Administration

Diploma in Business Administration
2022 - 2022
J

John Taylor Collegiate

High School Diploma, General Studies

High School Diploma
2017 - 2017

Work History

L

Lafarge

Administrative Assistant

Winnipeg
2022 - 2024
H

Hooters

Assistant Manager

Winnipeg
2017 - 2024