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A
Ari M. Mossovitz

Ari M. Mossovitz

Legal AI Trainer

USA flagHypoluxo, Usa
$100.00/hrEntry LevelSuperannotateOtherInternal Proprietary Tooling

Key Skills

Software

SuperAnnotateSuperAnnotate
Other
Internal/Proprietary Tooling
Micro1
MercorMercor
LabelboxLabelbox
AppenAppen

Top Subject Matter

Legal AI evaluation and training
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
AudioAudio
DocumentDocument

Top Task Types

ClassificationClassification
Text SummarizationText Summarization
RLHFRLHF
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Legal AI Trainer. Brings 20+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Juris Doctor, University of Baltimore School of Law (1997) and Bachelor of Arts, University of Maryland (1994). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Entry LevelEnglish

Labeling Experience

Legal AI Trainer

Text
As a Legal AI Trainer, I was responsible for evaluating and reviewing AI-generated legal document outputs for quality and accuracy. My work included assessing model responses for legal soundness, reasoning, and logical consistency across multiple domains. I followed detailed project guidelines and provided structured feedback to improve AI model performance. • Conducted evaluations for outputs in real estate, contract, criminal, and regulatory law. • Identified hallucinations, unsupported legal conclusions, and reasoning errors in AI responses. • Applied structured annotation and consistent evaluation standards across assignments. • Provided written justifications for decision-making in alignment with project requirements.

As a Legal AI Trainer, I was responsible for evaluating and reviewing AI-generated legal document outputs for quality and accuracy. My work included assessing model responses for legal soundness, reasoning, and logical consistency across multiple domains. I followed detailed project guidelines and provided structured feedback to improve AI model performance. • Conducted evaluations for outputs in real estate, contract, criminal, and regulatory law. • Identified hallucinations, unsupported legal conclusions, and reasoning errors in AI responses. • Applied structured annotation and consistent evaluation standards across assignments. • Provided written justifications for decision-making in alignment with project requirements.

2026 - Present

Education

U

University of Baltimore School of Law

Juris Doctor, Law

Juris Doctor
1997 - 1997
U

University of Maryland

Bachelor of Arts, Speech Communication

Bachelor of Arts
1994 - 1994

Work History

T

Talbot Settlement And Escrow

Attorney – Legal & Settlement Operations

Owings Mills
2006 - 2025
D

District Court Of Maryland

Appointed Attorney

Baltimore
2014 - 2020