Audry Sterba
@audrysterba
I transition into AI evaluation and governance, using 10+ years of operations and compliance expertise for precise quality reviews.
What I'm looking for
I’m an analytical, detail-oriented professional transitioning into AI evaluation and governance work, bringing 10+ years of operations, compliance-driven workflows, and customer-facing experience from independent contractor roles and banking environments. I’m strongest in structured decision-making, quality assurance, and spotting inconsistencies within regulated contexts.
In my current AI Evaluation Contractor role, I evaluate AI outputs using criteria like factual accuracy, reasoning quality, instruction adherence, safety considerations, and overall usefulness. I produce detailed written rationales that compare model outputs, identify hallucinations and nuanced quality differences, and apply independent judgment within guideline-based evaluation workflows.
Earlier, as a Senior Teller | Operations Specialist at JPMorgan Chase & Co., I handled compliance oversight, audit preparation, documentation management, and workflow optimization while maintaining custodial responsibility for approximately $800K+ with zero discrepancies across audit cycles—recognized for contributing to a perfect external audit with zero findings. Through ongoing AI-focused coursework (IBM, edX, Microsoft, AWS, Google Cloud, and others), I’m expanding my technical foundation in generative AI, machine learning, prompt engineering, AI ethics, governance frameworks, and Python fundamentals.
Experience
Work history, roles, and key accomplishments
AI Evaluation Contractor
Self Employed
Apr 2026 - Present (3 months)
Evaluate AI-generated outputs using structured criteria for factual accuracy, reasoning quality, instruction adherence, safety, and overall usefulness. Provide written rationales comparing model outputs and identifying hallucinations, inconsistencies, and quality differences.
Handled operations focused on compliance oversight, audit preparation, process execution, scheduling coordination, and documentation management. Maintained custodial responsibility for approximately $800K+ in liquid assets with zero discrepancies across audit cycles, contributing to a perfect external audit with zero findings.
Managed complex banking workflows while maintaining compliance with regulatory standards. Supported consumer, business, and specialized account openings requiring procedural accuracy and strong client communication.
Education
Degrees, certifications, and relevant coursework
Professional Development – AI & Technology
Professional Development, Artificial Intelligence & Technology
Activities and societies: Coursework via IBM, edX, Microsoft, AWS, Google Cloud, Harvard, Columbia University, and Linux Foundation programs.
Completed and ongoing coursework focused on generative AI, machine learning, prompt engineering, AI ethics, and governance frameworks, including compliance-aware AI systems and Python fundamentals.
High School
High School Diploma, General Education
Earned a High School Diploma as general foundational education.
Availability
Location
Authorized to work in
Job categories
Skills
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