Anna Cannito

Key Skills

Software

Other

Appen

Top Subject Matter

General AI/Content Quality

Map Data/Geospatial Content

Italian Audio/Speech Data

Top Data Types

Text

Audio

Document

Top Task Types

Classification

Transcription

RLHF

Freelancer Overview

AI Content Annotator & Quality Reviewer – TrustScale. Brings 25+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Appen. Education includes Master of Science in Professional Consulting for Companies, University of Bari, Faculty of Economics (2010) and Bachelor of Science in Business Economics, University of Bari, Faculty of Economics (2007). AI-training focus includes data types such as Text, Geospatial, and Tiled Imagery and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Search & Content Quality Evaluator – Peroptyx

Other

I evaluated the quality and attributes of Italian map data for digital mapping services. The work involved assessing map accuracy, routing logic, pin placement, and real-world geographic consistency. I performed guideline-driven text proofreading and correction review tasks for AI training. • Utilized advanced web research to verify geographic features • Ensured high standards for safety, reliability, and user intent • Followed comprehensive evaluation guidelines • Assessed and reviewed corrections for minimal-edit compliance

I evaluated the quality and attributes of Italian map data for digital mapping services. The work involved assessing map accuracy, routing logic, pin placement, and real-world geographic consistency. I performed guideline-driven text proofreading and correction review tasks for AI training. • Utilized advanced web research to verify geographic features • Ensured high standards for safety, reliability, and user intent • Followed comprehensive evaluation guidelines • Assessed and reviewed corrections for minimal-edit compliance

2026 - Present

AI Content Annotator & Quality Reviewer – TrustScale

OtherTextClassification

I performed structured annotation tasks for AI training projects following strict quality guidelines. As a Quality Reviewer, I ensured the alignment of team outputs with project standards. My work included annotating and reviewing files on a dedicated annotation platform. • Applied high accuracy and consistency standards • Annotated and reviewed Italian language content • Promoted to reviewer based on superior quality • Managed annotation and review modules fully remotely

I performed structured annotation tasks for AI training projects following strict quality guidelines. As a Quality Reviewer, I ensured the alignment of team outputs with project standards. My work included annotating and reviewing files on a dedicated annotation platform. • Applied high accuracy and consistency standards • Annotated and reviewed Italian language content • Promoted to reviewer based on superior quality • Managed annotation and review modules fully remotely

2026 - Present

Data Annotator & Transcriber – Crowdgen (Appen)

AppenAudioTranscription

I transcribed and segmented Italian audio data for AI training, applying rigorous technical guidelines. My tasks included identifying speaker turns, overlaps, noise types, and generating verbatim transcriptions. I applied style, tag, and timestamp guidelines to ensure accurate training data. • Maintained high-quality standards for data integrity • Labeled speech styles and audio events • Passed technical screening tests pre-assignment • Worked independently on remote annotation platforms

I transcribed and segmented Italian audio data for AI training, applying rigorous technical guidelines. My tasks included identifying speaker turns, overlaps, noise types, and generating verbatim transcriptions. I applied style, tag, and timestamp guidelines to ensure accurate training data. • Maintained high-quality standards for data integrity • Labeled speech styles and audio events • Passed technical screening tests pre-assignment • Worked independently on remote annotation platforms

2025 - Present

Contributor and Reviewer – Outlier.AI

OtherTextRLHF

I contributed to the training and safety evaluation of large language models in Italian. My tasks included text classification, harmful content identification, prompt evaluations, multi-turn conversation crafting, and creative AI response rewriting. I evaluated AI-generated content for clarity, appropriateness, and safety. • Provided supervised text classification for LLM training • Rewrote AI responses for alignment with safety policies • Evaluated prompts and response quality following structured guidelines • Worked remotely using annotation and review tools

I contributed to the training and safety evaluation of large language models in Italian. My tasks included text classification, harmful content identification, prompt evaluations, multi-turn conversation crafting, and creative AI response rewriting. I evaluated AI-generated content for clarity, appropriateness, and safety. • Provided supervised text classification for LLM training • Rewrote AI responses for alignment with safety policies • Evaluated prompts and response quality following structured guidelines • Worked remotely using annotation and review tools

2025 - 2025

Education

Work History