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Tristan ShieldsTS
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Tristan Shields

@tristanshields

Analytics leader at ABERCROMBIE & FITCH CO. who deployed causal measurement and governed agentic AI analytics for retail teams.

United States
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At ABERCROMBIE & FITCH CO., I direct omnichannel customer and marketing analytics across retail brand portfolios. I deploy causal measurement frameworks to isolate marketing incrementality and developed governed agentic AI analytics workflows that let business partners and analysts handle Level-2 queries autonomously.

Previously, at VOYA FINANCIAL, I built a predictive Customer Lifetime Value framework and segmentation models that lifted open rates 1.5x and CTR 2.0x. My work has also included customer research, competitive intelligence, and executive analytics across financial services and consumer research.

Experience

Work history, roles, and key accomplishments

Abercrombie & Fitch Co. logoAC
Current

Manager, Insights & Analytics

Dec 2021 - Present (4 years 11 months)

Direct omnichannel customer and marketing analytics across retail brand portfolios, defining measurement strategies and partnering with C-suite to translate data into actionable growth strategies. Lead an embedded squad of analysts and pioneer agentic AI analytics solutions.

Voya Financial logoVF

Senior Analytics Solutions Consultant

Dec 2017 - Dec 2021 (4 years)

Built and deployed an enterprise predictive Customer Lifetime Value (CLV) framework and prescriptive segmentation models, optimizing customer engagement and driving significant lifts in open rates and CTR. Designed omnichannel attribution models that enabled a $1.0B annual sales expansion.

Lincoln Financial Group logoLG

Senior Consumer Research & Insights Analyst

Lincoln Financial Group

Aug 2015 - Dec 2017 (2 years 4 months)

Governed the commercial customer data mart, integrating internal behavioral records with external market intelligence to model TAM/SAM opportunities and identify cross-sell pathways. Translated ambiguous business questions into structured quantitative methodologies and delivered strategic intelligence readouts to senior leadership.

Education

Degrees, certifications, and relevant coursework

Massachusetts Institute of Technology logoMT

Massachusetts Institute of Technology

Certificate, Big Data and Social Analytics

Completed a certificate in Big Data and Social Analytics.

University of Connecticut logoUC

University of Connecticut

Master of Business Administration (MBA), Marketing

Earned a Master of Business Administration (MBA) in Marketing.

Franklin Pierce University logoFU

Franklin Pierce University

Bachelor of Science, Business Management

Grade: Magna Cum Laude

Earned a Bachelor of Science in Business Management, graduating Magna Cum Laude.

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