Key Skills

Software

Scale AI

Other

Google Cloud Vertex AI

Top Subject Matter

Large Language Models/AI Outputs

General Machine Learning Datasets

AI Data Operations/Quality Assurance

Top Data Types

Text

Image

Document

Top Task Types

Classification

Freelancer Overview

AI Training Evaluator (Freelance Contract). Core strengths include Scale AI, Other, and Google Cloud Vertex AI. Education includes Bachelor of Arts, University of California (2019). AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Training Evaluator (Freelance Contract)

Scale AIText

As an AI Training Evaluator at Outlier, I reviewed, labeled, and refined outputs from large language models to improve accuracy. My work involved debugging code, categorizing AI responses, and developing robust training data and rubrics. Rigorous assessment ensured feedback alignment and enhanced future model tuning. • Provided detailed evaluations and corrections for AI-generated content. • Debugged and categorized multiple code segments. • Developed and refined data quality rubrics and realistic sample data. • Ensured annotation protocols were strictly followed for training optimization.

As an AI Training Evaluator at Outlier, I reviewed, labeled, and refined outputs from large language models to improve accuracy. My work involved debugging code, categorizing AI responses, and developing robust training data and rubrics. Rigorous assessment ensured feedback alignment and enhanced future model tuning. • Provided detailed evaluations and corrections for AI-generated content. • Debugged and categorized multiple code segments. • Developed and refined data quality rubrics and realistic sample data. • Ensured annotation protocols were strictly followed for training optimization.

2024 - Present

Data Labeling Specialist (Freelance Contract)

OtherImageClassification

As a Data Labeling Specialist at Handshake AI, I annotated diverse datasets, including images, audio, and text, for machine learning projects. My core focus was increasing data quality and annotation workflow efficiency. Effective teamwork and remote coordination enabled consistently high output. • Labeled and classified datasets across three data modalities. • Implemented workflow improvements to raise data quality scores. • Collaborated with engineering teams to align annotation standards. • Tracked annotation progress and addressed quality control issues.

As a Data Labeling Specialist at Handshake AI, I annotated diverse datasets, including images, audio, and text, for machine learning projects. My core focus was increasing data quality and annotation workflow efficiency. Effective teamwork and remote coordination enabled consistently high output. • Labeled and classified datasets across three data modalities. • Implemented workflow improvements to raise data quality scores. • Collaborated with engineering teams to align annotation standards. • Tracked annotation progress and addressed quality control issues.

2023 - 2024

Technical Intern, AI Data Operations

Google Cloud Vertex AIText

During my internship at Google, I assisted in preparing, cleaning, and auditing large labeled datasets for AI training purposes. I developed and implemented data quality assurance methods to validate annotation accuracy. Documentation support was provided for the annotation workflow process. • Performed QA audits and spot checks on annotation accuracy. • Cleaned and standardized datasets prior to training. • Supported development of annotation documentation and protocols. • Coordinated with data scientists to resolve labeling inconsistencies.

During my internship at Google, I assisted in preparing, cleaning, and auditing large labeled datasets for AI training purposes. I developed and implemented data quality assurance methods to validate annotation accuracy. Documentation support was provided for the annotation workflow process. • Performed QA audits and spot checks on annotation accuracy. • Cleaned and standardized datasets prior to training. • Supported development of annotation documentation and protocols. • Coordinated with data scientists to resolve labeling inconsistencies.

2022 - 2022

Freelance Data Annotator

OtherTextClassification

As a Freelance Data Annotator, I specialized in labeling data for text classification and sentiment analysis tasks for multiple clients. Managing several remote contracts, I handled projects involving nuanced text categorization. My independent workflow ensured timely and reliable annotation delivery. • Labeled and classified diverse text datasets. • Conducted sentiment analysis annotations per specified schemas. • Delivered projects on strict schedules for multiple clients. • Maintained data security and annotation consistency.

As a Freelance Data Annotator, I specialized in labeling data for text classification and sentiment analysis tasks for multiple clients. Managing several remote contracts, I handled projects involving nuanced text categorization. My independent workflow ensured timely and reliable annotation delivery. • Labeled and classified diverse text datasets. • Conducted sentiment analysis annotations per specified schemas. • Delivered projects on strict schedules for multiple clients. • Maintained data security and annotation consistency.

2021 - 2022

Education

Work History