Laura Smith

Key Skills

Software

Toloka

Top Subject Matter

AI-generated Responses

Computer Vision

Speech Recognition

Top Data Types

Text

Image

Audio

Top Task Types

Bounding Box

Audio Recording

Classification

Freelancer Overview

AI Data Annotator & Quality Rater (Text). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Toloka. Education includes High School Diploma, Brooklyn Technical High School (2021). AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Evaluation, Rating, and Bounding Box.

Labeling Experience

AI Data Annotator (Text Classification)

TolokaTextClassification

Reviewed and labeled text data for NLP tasks such as sentiment analysis, relevance rating, and content classification. Carefully adhered to annotation guidelines and flagged unclear or borderline cases for supervisory input. Ensured consistent labeling through meticulous review processes. • Labeled text for sentiment analysis and content classification • Performed relevance rating on assorted datasets • Followed guideline-specific annotation procedures • Ensured clear documentation of flagged cases.

Reviewed and labeled text data for NLP tasks such as sentiment analysis, relevance rating, and content classification. Carefully adhered to annotation guidelines and flagged unclear or borderline cases for supervisory input. Ensured consistent labeling through meticulous review processes. • Labeled text for sentiment analysis and content classification • Performed relevance rating on assorted datasets • Followed guideline-specific annotation procedures • Ensured clear documentation of flagged cases.

2023 - Present

AI Data Contributor (Audio)

TolokaAudioAudio Recording

Completed voice and audio recording tasks, strictly following detailed scripts and pronunciation guidelines. Contributed to datasets used for speech recognition and text-to-speech model training. Maintained a high degree of accuracy and clarity in all recordings. • Recorded voice samples for audio datasets • Followed specific scripts and pronunciation instructions • Helped train speech recognition and text-to-speech models • Consistently ensured recording quality and accuracy.

Completed voice and audio recording tasks, strictly following detailed scripts and pronunciation guidelines. Contributed to datasets used for speech recognition and text-to-speech model training. Maintained a high degree of accuracy and clarity in all recordings. • Recorded voice samples for audio datasets • Followed specific scripts and pronunciation instructions • Helped train speech recognition and text-to-speech models • Consistently ensured recording quality and accuracy.

2023 - Present

AI Data Annotator (Image Bounding Box)

TolokaImageBounding Box

Performed image annotation tasks including drawing bounding boxes around objects and classifying elements. Labeled datasets for computer vision model training with precise categorization. Adhered closely to guidelines and upheld consistency in all annotations. • Drew bounding boxes for object annotation • Labeled images for computer vision projects • Ensured accuracy and precision in bounding box placement • Followed annotation instructions and upgraded quality standards.

Performed image annotation tasks including drawing bounding boxes around objects and classifying elements. Labeled datasets for computer vision model training with precise categorization. Adhered closely to guidelines and upheld consistency in all annotations. • Drew bounding boxes for object annotation • Labeled images for computer vision projects • Ensured accuracy and precision in bounding box placement • Followed annotation instructions and upgraded quality standards.

2023 - Present

AI Data Annotator & Quality Rater (Text)

TolokaText

Evaluated and rated AI-generated responses across various tasks to ensure output accuracy, helpfulness, and quality. Compared outputs and selected the best response based on structured project guidelines. Consistently followed annotation standards and flagged ambiguous cases for supervisor review. • Rated AI-generated outputs for accuracy and helpfulness • Followed prescribed criteria for quality assurance • Flagged unclear or ambiguous cases for review • Maintained high accuracy through self-review and diligent adherence to standards.

Evaluated and rated AI-generated responses across various tasks to ensure output accuracy, helpfulness, and quality. Compared outputs and selected the best response based on structured project guidelines. Consistently followed annotation standards and flagged ambiguous cases for supervisor review. • Rated AI-generated outputs for accuracy and helpfulness • Followed prescribed criteria for quality assurance • Flagged unclear or ambiguous cases for review • Maintained high accuracy through self-review and diligent adherence to standards.

2023 - Present

Education

Work History