Michelle R.

Key Skills

Software

Other

Appen

Clickworker

Data Annotation Tech

Top Subject Matter

Search evaluation and content quality (AI/ML training support)

Map personalization and geolocation evaluation

AI output evaluation and dataset quality assurance

Top Data Types

Text

Audio

Image

Document

Top Task Types

Geocoding

Audio Recording

Question Answering

Text Summarization

Evaluation/Rating

Data Collection

Freelancer Overview

AI Data Rater (Appen, Remote Contract). Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Appen and Other. Education includes High School Diploma (Equivalent), N/A and Coursework, Ashworth College. AI-training focus includes data types such as Text, Geospatial, and Tiled Imagery and labeling workflows including Evaluation, Rating, and Geocoding.

Labeling Experience

Voice Recording Specialist (Babel AI & Pila8, Remote)

OtherAudioAudio Recording

Recorded high-quality natural speech samples by reading provided scripts and responding to conversational prompts. Adapted tone, pacing, pronunciation, and delivery style to capture diverse expressive speech patterns. Ensured recordings were clear and accurate and free of background noise, distortion, or technical issues. • Scripted speech recording • Conversational prompt response recording • Audio quality control (noise/distortion checks) • Speech delivery adaptation for varied expressive patterns

2025 - Present

AI Data Rater (Appen, Remote Contract)

AppenText

Evaluated search engine results for relevance, accuracy, and alignment with user intent using detailed rating guidelines. Reviewed AI-generated content and assigned quality scores to support improvements to machine learning performance. Conducted web research to validate content and ensure factual accuracy. • Search engine relevance and intent rating • AI-generated content quality scoring • Web research and fact verification • Quality and productivity across large task volumes

2025 - Present

AI Quality Rater (Appen Crowdgen, Remote Contract)

AppenText

Performed quality assurance reviews on AI-generated outputs and annotated datasets. Ensured compliance with project guidelines and identified edge cases or inconsistencies. Provided detailed feedback to improve data accuracy and workflow efficiency. • QA review of AI outputs • Dataset annotation checks • Guideline compliance and edge-case identification • Feedback to improve accuracy and efficiency

2024 - 2025

Map Personalization Evaluator (Welocalize, Remote Contract)

OtherGeocoding

Assessed map data, local search results, and business listings for accuracy and relevance. Verified geolocation data and improved search result quality through detailed evaluations. Identified inconsistencies and reported errors to enhance mapping systems. • Map data accuracy evaluation • Geolocation verification • Local search and business listing assessment • Error reporting and quality benchmarking

2024 - 2025

Education

Work History