About
Results-oriented analyst with years of experience transforming unstructured conversational data into high-impact business intelligence.
Recognized for engineering NLP models which dramatically outperform baseline systems.
A proven innovator who leverages AI, speech analytics, and data visualization to drive customer experience strategy, reduce operational costs, and unlock compounding organizational value.
Named contributor to a CallMiner Innovator of the Year Award and credited with generating over $12M in documented savings.
Experience
Speech and Text Analyst
eBay Inc.
Jan 2022 – Jan 2026
• Delivered $12M in documented savings by leveraging NLP-driven insights and automating QA processes to eliminate operational redundancies, while simultaneously improving customer satisfaction metrics.
• Built and deployed a custom NLP sentiment architecture which increased data categorization by 350%, succeeding where third-party solutions failed to process 90% of the dataset.
• Developed a high-precision complaint detection model which outperformed manual tagging by 180%, saving significant licensing costs for external machine learning tools.
• Reduced insight turnaround time from weeks to 48 hours for C-suite leadership during critical business pivots, such as eBay’s managed shipping transition.
• Pivotal team member in winning the CallMiner Innovator of the Year Award (2023); served as the company’s sole SME at platform implementation, driving cross-functional adoption and initial ROI gains.
• Mentored a team of analysts and authored SOPs that standardized platform workflows, accelerating onboarding time and team output.
• Engineered end-to-end NLP model restructuring that significantly enhanced accuracy, streamlined processes, and delivered measurable stakeholder value.
• Partnered with Product teams to identify and resolve high-impact customer pain points, directly influencing product roadmap decisions and improving member loyalty and empowerment.
NLP Model DevelopmentCallMinerQA Automation
Speech Analytics Coordinator
Nautilus, Inc.
Jan 2016 – Jan 2022
• Led strategic design of call monitoring formats, quality standards, and the growth direction of the speech analytics program in collaboration with leadership and cross-functional stakeholders.
• Established and maintained best practices for interaction analytics, quality monitoring, and compliance - ensuring consistent, scalable operations across the enterprise.
• Prepared and presented trending quality reports and dashboards to stakeholders, converting complex data into actionable narratives that informed key business decisions.
• Served as SME and primary point of contact for the speech analytics platform; built, maintained, and continuously optimized interaction analytics models to surface emerging trends and new topics.
Speech AnalyticsInteraction AnalyticsQuality Monitoring
Education
Le Cordon Bleu College of Culinary Arts, Portland, OR
Associate of Occupational Studies (AOS) · Culinary Arts
2010 – 2012
Skills
Spark SQLTableauPower BIQualtricsCloud 9Microsoft SuiteCallMinerTeam MentorSOP DesignVoice of the CustomerSpeech & Text AnalyticsNLP Model Development