I help improve AI systems and customer experiences by evaluating model behavior, investigating response-quality issues, and translating recurring findings into actionable recommendations.
I have over three years of combined experience in AI data labeling, model response evaluation, quality assurance, technical troubleshooting, and multichannel customer support. In my current role, I evaluate AI-generated outputs and behaviors for accuracy, relevance, consistency, safety, reasoning quality, and compliance with established guidelines.
My work includes identifying prompts, behavioral patterns, contextual factors, and edge cases that may trigger hallucinations, inaccurate responses, or inconsistent model behavior. I analyze recurring evaluation findings and recommend improvements to SOPs, evaluation guidelines, and workflows to strengthen process consistency, model reliability, response quality, and overall service performance.
I also have experience supporting AI users through chat and
My broader customer service experience includes resolving technical, billing, account, order, product, delivery, and service-related concerns through chat,
My strengths include AI model evaluation, data annotation, quality assurance, analytical reasoning, technical troubleshooting, escalation management, process improvement, customer communication, and detailed documentation.
I am open to opportunities in AI model evaluation, AI data annotation, AI operations, AI support, quality assurance, technical support, and customer experience.
Experience: 1 - 2 years
Provided operational and customer support for online ordering and e-commerce platforms, including order management, customer communication, merchant coordination, issue resolution, and account support. Experienced in handling high-volume transactions, maintaining data accuracy, and delivering exceptional customer experiences across chat, email, and phone channels.
Experience: 2 - 5 years
Experienced customer service specialist with a proven track record in multi-channel support, issue resolution, order management, and client communication. Adept at handling escalations, resolving complex concerns, and building positive customer relationships while meeting quality and performance metrics.
“It definitely helped transform my business and take a significant load off for me.”
Samori Coles
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