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Christi Holder

@christiholder

AI/ML evaluation specialist and qualified rater/grader focused on LLM quality, rubrics, and PII redaction.

United States
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What I'm looking for

I’m looking for roles in AI/ML evaluation or annotation review where I can apply rubrics and criteria, assess LLM outputs, redact PII, and deliver accurate, confidential quality work with strong organization and communication.

I’m an AI/ML specialist and qualified rater/grader, focused on evaluating AI and ML outputs for accuracy, relevance, completeness, and compliance. I apply rubrics and criteria to review annotated content for quality, consistency, and alignment with labeling guidelines, including PII redaction and sensitive-data handling.

As the Founder / Consultant behind GYPSI CONSULTING AND NOTARY SERVICES, I provide tax preparation, write-up work, legal business formation, notary public services, and matrimonial services. I’ve managed a clientele of more than 2,500 clients with a 98% retention rate over more than 10 years, driven by confidentiality, document accuracy, and dependable client communication.

My background also includes office operations, executive marketing, crisis communications, and instruction—strengthening my ability to work accurately in high-volume, deadline-driven environments. I bring strong time management, organization, and document-focused professionalism to every evaluation and administrative workflow I support.

Experience

Work history, roles, and key accomplishments

GS
Current

Founder / Notary Consultant

Gypsi Consulting and Notary Services

Jan 2021 - Present (5 years 5 months)

Provided tax preparation, business write-up, legal business formation, notary public services, and matrimonial services while managing 2,500+ clients with a 98% retention rate. Managed client communication, document preparation, scheduling, and confidential recordkeeping with a focus on document accuracy.

DA
Current

AI/Domain Specialist

DataAnnotation.tech

Evaluated AI/ML outputs using rubrics and criteria to verify accuracy, relevance, completeness, and compliance. Reviewed annotated content for quality and consistency, including PII redaction and writing quality assessment.

PS

MIS Sales Analyst & Instructor

PSS Medical Supply

Jan 1995 - Oct 1998 (3 years 9 months)

Instructed 220+ sales representatives on customer accounts, inventory, and sales software platforms. Produced and distributed production analysis and vendor reports, supported help desk needs for basic computer knowledge, and improved internal communication through newsletters and scheduling conflict reduction.

AD

911 Communications Officer

Apopka Police Department

May 1989 - Dec 1994 (5 years 7 months)

Managed emergency calls and crisis communications while coordinating disaster response and first-responder information in high-pressure situations. Maintained records and technical documentation and applied de-escalation and crisis control to support communication under stress.

Education

Degrees, certifications, and relevant coursework

OC

Orlando College

Bachelor of Science, Business Management

1988 - 1992

Earned a Bachelor of Science in Business Management, with coursework emphasizing accounting and statistics.

OC

Orlando College

Minor, Computer Programming

1988 - 1992

Completed a minor in Computer Programming alongside the Business Management program.

Tech stack

Software and tools used professionally

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