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Will Ruiz

Will Ruiz

AI Fellow, Law

USA flagChicago, Usa
$100.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

Intellectual Property
Contract Review & Editing
Federal & State Regulatory Compliance in Housing

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

RLHF
Prompt Response Writing SFT
Evaluation Rating

Freelancer Overview

Expertly drafts complex, constraint-based prompt sets to pressure-test model reasoning, safety, and instructional following. Develops comprehensive analytical rubrics focused on standardize evaluation across diverse categories like logical reasoning, creative synthesis, and technical accuracy. Specializes in Reinforcement Learning from Human Feedback ( RLHF) workflows, utilizing pairwise ranking and detailed rationales to generate high-quality preference data. By comparing model outputs and identifying "Model Response" or subtle hallucinations, provides the critical reward signals necessary to align model behavior with human intent and improve overall output quality.

Entry LevelEnglishJapaneseSpanish

Labeling Experience

AI Fellow, Law, Handshake AI

Text
As an AI Fellow at Handshake AI, I advanced AI's understanding through subject matter expertise. My work involved evaluating and refining outputs generated by AI models to ensure accuracy and relevance. I contributed domain-specific feedback and improvement strategies to support model fine-tuning. • Performed prompt evaluation and rating of AI-generated legal answers. • Provided feedback to enhance the quality of text generation systems. • Contributed to iterative model improvement through structured assessments. • Collaborated remotely with other experts and team leads.

As an AI Fellow at Handshake AI, I advanced AI's understanding through subject matter expertise. My work involved evaluating and refining outputs generated by AI models to ensure accuracy and relevance. I contributed domain-specific feedback and improvement strategies to support model fine-tuning. • Performed prompt evaluation and rating of AI-generated legal answers. • Provided feedback to enhance the quality of text generation systems. • Contributed to iterative model improvement through structured assessments. • Collaborated remotely with other experts and team leads.

2025 - 2026

Education

U

University of Redlands

Bachelor of Science, Mathematics; Government

Bachelor of Science
Not specified
I

Indiana University Maurer School of Law

Juris Doctor, Law

Juris Doctor
Not specified

Work History

C

Cook County Board of Review

Appeals Analyst III

Chicago
2024 - 2025
I

Illinois Housing Development Authority

Senior Compliance Analyst

Chicago
2021 - 2024