For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

LoginCreate account
Invite to Job
Lisa Samsky

Lisa Samsky

AI Output Evaluator, Prompt Engineer, LLM Workflow Annotator

USA flag
Nashville, Usa
$45.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

Business Operations
Content Development
Strategy Domain Expertise

Top Data Types

TextText
DocumentDocument

Top Task Types

Evaluation Rating
RLHF
Classification
Text Generation

Freelancer Overview

AI Output Evaluator, Prompt Engineer, LLM Workflow Annotator. Brings 30+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Fine Arts, University of Arizona. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglish

Labeling Experience

Content Evaluator / Content Reviewer

TextEvaluation Rating
Evaluated and approved 150+ brand integrations annually across 100+ seasons of major unscripted television productions at Bunim-Murray Productions. Applied structured quality criteria to assess tone, accuracy, authenticity, and brand guideline compliance across content deliverables. Reviewed and gave structured feedback on content involving celebrity talent including Kardashian family, Mariah Carey, Paris Hilton, and Nicole Richie. Flagged inconsistencies and ensured all content met network, brand, and production standards under tight deadlines.

Evaluated and approved 150+ brand integrations annually across 100+ seasons of major unscripted television productions at Bunim-Murray Productions. Applied structured quality criteria to assess tone, accuracy, authenticity, and brand guideline compliance across content deliverables. Reviewed and gave structured feedback on content involving celebrity talent including Kardashian family, Mariah Carey, Paris Hilton, and Nicole Richie. Flagged inconsistencies and ensured all content met network, brand, and production standards under tight deadlines.

2000 - Present

AI Output Evaluator, Prompt Engineer, LLM Workflow Annotator

TextEvaluation Rating
Daily evaluation of AI-generated outputs across Claude (Anthropic) and ChatGPT (OpenAI) for quality, accuracy, logical consistency, and usefulness. Prompt engineering for business strategy, content development, and app building across multiple AI platforms including Lovable, Suno, and HeyGen. Assessed AI outputs for hallucinations, reasoning errors, and response completeness across entrepreneurial and media applications.

Daily evaluation of AI-generated outputs across Claude (Anthropic) and ChatGPT (OpenAI) for quality, accuracy, logical consistency, and usefulness. Prompt engineering for business strategy, content development, and app building across multiple AI platforms including Lovable, Suno, and HeyGen. Assessed AI outputs for hallucinations, reasoning errors, and response completeness across entrepreneurial and media applications.

2023 - Present

Quality Assurance & Operations Management

TextEvaluation Rating
Designed and enforced quality standards across a 400+ client luxury concierge operation with a 30+ person team. Continuously evaluated service delivery against established criteria, identified inconsistencies, and implemented corrective processes to maintain consistent output quality. Responsible for ensuring every client interaction met strict brand and service standards across a high-volume, always-on operation.

Designed and enforced quality standards across a 400+ client luxury concierge operation with a 30+ person team. Continuously evaluated service delivery against established criteria, identified inconsistencies, and implemented corrective processes to maintain consistent output quality. Responsible for ensuring every client interaction met strict brand and service standards across a high-volume, always-on operation.

1999 - Present

Education

U

University of Arizona

Bachelor of Fine Arts, Film Production

Bachelor of Fine Arts
Not specified

Work History

B

Bark Squad

Founder & Owner

Nashville
1999 - Present
M

Mark Burnett Productions

Production Coordinator

Los Angeles
2004 - 2005