Eric Hulsizer - AI Data Annotator - Health Care and Life Sciences

Key Skills

Software

No software listed

Top Subject Matter

Healthcare - Medical Records and Patient Data

Finance - Risk Analysis and Fraud Detection.

Technology - Cloud and Infrastructure

Top Data Types

Text

Top Task Types

Text Generation

Question Answering

Text Summarization

RLHF

Freelancer Overview

I have hands-on experience designing and evaluating AI training tasks for a professional AI evaluation project where I created complex domain-specific prompts and scoring rubrics to assess the reasoning capabilities of advanced LLMs, including OpenAI's O3. My work involved designing tasks with deliberate ambiguity and contradiction traps to challenge model performance, calibrating scoring rubrics to target specific accuracy ranges, and iterating based on peer reviewer feedback. My background as a solutions architect with 20 years of experience in cloud infrastructure, enterprise systems, and healthcare IT gives me a strong domain expertise for generating realistic technical, accurate AI training scenarios. I am experienced at translating complex technical concepts into structured evaluation frameworks and have a track record of producing accepted high-quality AI evaluation tasks.

ExpertFrenchEnglish

Labeling Experience

GDP Val

TextRLHF

I designed complex AI evaluation tasks for a professional AI training project, creating domain-specific prompts and scoring rubrics to test the reasoning capabilities of advanced LLMs. Tasks were calibrated to target specific performance ranges and refined based on peer review feedback. Background in cloud architecture and enterprise IT provided strong domain expertise for generating technically accurate evaluation scenarios.

2026 - Present

Education

C

Cornell University.

Certificate in Data Science, Data Science

Certificate in Data Science

2020 - 2021

Work History

O

Optum

Cloud Solutions Architect

River Edge

2024 - Present

A

Atility

Owner and Founder

New York

2019 - Present