Laura L.

Key Skills

Software

Appen

Other

Top Subject Matter

AI safety

policy compliance

LLM evaluation

Top Data Types

Text

Image

Document

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Social Worker (Work Accident Insurance) in Contract Review, Compliance, and Legal Research. Brings 16+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Appen and Other. Education includes Diploma in Social Work, Universidad Pablo de Olavide and Diploma in Social Education, Universidad Pablo de Olavide. AI-training focus includes data types such as Text and Images and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

AI Trainer, Content Creator & Curriculum Developer at Mindrift and Invisible Technologies (remote), 2023–2026

OtherTextPrompt + Response Writing (SFT)

Designed educational materials and prompt–response datasets from scratch to train or guide AI tutoring tools across multiple subject domains. Served as subject-matter expert in social sciences, pedagogy, and syntax rules to calibrate high-tier model outcomes. Evaluated and refined conversational trees to ensure factual accuracy and appropriate pedagogical flow. • Authored tutoring prompts and expected responses for dataset creation • Built curriculum-aligned educational content for AI tutoring • Validated dialogue structure and reasoning progression • Adjusted datasets based on evaluation results and quality refinements

2023 - 2026

AI Quality Analyst image review work (remote) across Alignerr/Invisible Technologies/Telus Digital/Outlier/Appen, 2023–2026

Other

Reviewed AI image generation outputs for text-prompt compliance, visual anomalies, and policy adherence. Assessed model outputs to ensure consistency with safety and content rules. Logged quality issues and supported QA alignment activities alongside other reviewers. • Checked prompt adherence and generated-image correspondence • Flagged visual anomalies and policy violations • Applied consistent evaluation criteria within QA workflows • Supported team feedback loops for continuous alignment improvements

2023 - 2026

AI Quality Analyst (Quality Analyst / Reviewer / Evaluator) at Alignerr, Invisible Technologies, Telus Digital, Outlier, Appen (remote), 2023–2026

AppenText

Performed safety and policy reviews by filtering and classifying sensitive AI outputs to align with strict model-alignment standards. Evaluated and ranked complex LLM responses on accuracy, reasoning depth, tone, and structured compliance. Contributed structured feedback to QA teams and supported alignment briefings across shifting operational guidelines. • Reviewed content for bias, toxicity, and controversial societal themes • Conducted comparative task/model ranking using rubric-style criteria • Provided reviewer coordination and feedback in multi-workflow settings • Participated in client briefings in English and Spanish to address escalations

2023 - 2026

Education

Work History