Alvin R.

Key Skills

Software

Don't disclose

Top Subject Matter

Large Language Model (LLM) and autonomous agent performance evaluation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Model Evaluator – LLM & Agent Systems (Contract/Independent). Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Model Evaluator – LLM & Agent Systems (Contract/Independent)

Don't discloseText

Conducted structured evaluation of LLM and agent outputs using predefined guidelines and scoring rubrics to verify quality, relevance, and logical consistency. Reviewed multi-step autonomous agent workflows, reasoning traces, and output artifacts to assess accuracy and completeness. Identified recurring failure modes such as hallucinations, incomplete reasoning, and instruction misalignment, then documented findings to support model improvement. • Evaluated prompt-response quality against rubric criteria • Calibrated with other reviewers to maintain consistent evaluation standards • Produced structured written feedback for AI benchmarking and refinement • Assessed compliance with defined standards and benchmarking objectives

2026 - 2026

Education

Work History