
Nikki Sumter
@nikkisumter
I test AI systems and games, delivering accurate annotations, safety findings, and actionable quality feedback.
What I'm looking for
At Invisible Technologies, I conduct AI safety, prompt-injection, and adversarial testing to identify model vulnerabilities, boundary-case failures, and policy risks. I document actionable findings that improve model performance, safety, and governance.
Across Prolific, CrowdGen, Userlytics, TELUS International, and PlaytestCloud, I’ve evaluated AI outputs, annotated and transcribed data, assessed web and audio quality, and tested games across iOS, Android, and desktop platforms. My work centers on accuracy, reliability, detailed reporting, and following structured project requirements.
I also bring hands-on customer service, merchandising, photography, device troubleshooting, and retail display experience. I’m looking to keep growing in a professional environment that values continuous learning and high-quality work.
Experience
Work history, roles, and key accomplishments
Conducted AI safety, prompt-injection, and adversarial testing to identify model vulnerabilities and boundary-case failures. Evaluated AI responses for compliance with security, access-control, and policy constraints.
Education
Degrees, certifications, and relevant coursework
Monroe College
Bachelor of Science, Criminal Science
2004 - 2008
Pursued a Bachelor's degree in Criminal Science, focusing on criminal justice principles and practices.
Charlotte Bartending School
Certificate, Bartending
2006 - 2006
Completed a bartending certification program, gaining skills in mixology and beverage service.
Katharine Gibbs College
Associate Degree, Legal Office Administration
2002 - 2004
Earned an Associate Degree in Legal Office Administration, preparing for administrative roles in legal settings.
Mandel School Of Allied Health
Certificate, Allied Health
2001 - 2002
Completed a certificate program in allied health, gaining foundational knowledge in healthcare support.
Monroe College
Bachelor's Degree, Criminal Justice
Studied Criminal Justice, focusing on the legal system and law enforcement principles.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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