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Sami Huovilainen Top Executive

Strategic Data, Decision Science & Analytics Executive with a distinguished career driving enterprise-wide digital transformation and quantifiable business outcomes through data-driven innovation. Expert in translating complex data insights into actionable strategies, establishing robust data governance frameworks, and fostering a data-first culture. Proven success in architecting and deploying advanced AI/ML and Generative AI solutions that enhance operational efficiency, fuel new revenue streams, and deliver significant competitive advantage. Adept at building, mentoring, and leading high-performing global teams, and spearheading cross-functional initiatives to deliver material impact at scale. A visionary leader skilled in influencing C-suite stakeholders and championing data ethics and responsible AI.

Invests into

Industry: Financial Services
Headquarters: New York, New York
Followers: 3190
Title: Managing Director | Head of Next Generation Analytics | US Personal Banking
Company: Citi
Company Website: https://citigroup.com
Company Linkedin: https://www.linkedin.com/company/citi/
Company Founded In: 1812
Company Size: 10001+
Current Job Duration: 4 yrs 1 mo
Country: United States
Work Experience: Title: Managing Director | Head of Next Generation Analytics | US Personal Banking Company: Citi Company URL: https://www.linkedin.com/company/citi/ Industry: Financial Services Company Size: 10001+ Location: New York City Metropolitan Area Country: None Employment Type: Full-time Start At: 06-2022 Ends At: Present Description: • Strategic Leadership & Value Creation: Orchestrated the strategic vision and execution for next-generation AI/ML and Generative AI capabilities, significantly driving substantial financial value, elevating customer experience, and fortifying control frameworks across US Personal Banking. • Enterprise Data Science & Governance: Led all US Personal Banking Data Science initiatives, overseeing a comprehensive modeling council to establish and enforce robust cross-functional data governance and analytical standards. • Innovation & Capability Advancement: Championed continuous learning and advanced analytical capabilities, accelerating innovation cycles and fostering a culture of data-driven decision-making. Title: Director | Data Science | US Consumer Bank Company: Citi Company URL: https://www.linkedin.com/company/citi/ Industry: Financial Services Company Size: 10001+ Location: New York City Metropolitan Area Country: None Employment Type: Full-time Start At: 06-2019 Ends At: 06-2022 Description: • Data Science Leadership: Spearheaded the US Consumer Bank Data Science team for Existing Customer Management, driving strategic analytical initiatives. • Advanced ML Solution Development: Developed and deployed sophisticated Machine Learning and software solutions for dynamic pricing optimization across Cards and Retail Deposit portfolios, directly impacting revenue and profitability. • Operational Efficiency through AI: Led innovative ML applications, leveraging OCR and NLP methods, to automate critical control processes, enhancing operational efficiency and reducing risk. • Model Governance & Risk Management: Managed and matured the model governance framework across the entire US Consumer Bank, ensuring compliance and model integrity. Title: Director | Data Science | NA Branded Cards Company: Citi Company URL: https://www.linkedin.com/company/citi/ Industry: Financial Services Company Size: 10001+ Location: New York City Metropolitan Area Country: None Employment Type: Full-time Start At: 06-2012 Ends At: 06-2019 Description: • Capability Building & Revenue Growth: Built and scaled a high-performing Data Science capability focused on Existing Customer Modeling and Optimization for NA Branded Cards, delivering Machine Learning models that directly contributed to significant revenue growth. • Regulatory Compliance & Governance: Established and managed a robust Legal and Compliance review process specifically for Data Science initiatives within NA Branded Cards, mitigating regulatory risks. • Talent Development: Orchestrated over 30 Machine Learning and Big Data training sessions, significantly upskilling Data Management analysts and fostering internal analytical talent. Title: Director | Business Analytics | NA Branded Cards Company: Citi Company URL: https://www.linkedin.com/company/citi/ Industry: Financial Services Company Size: 10001+ Location: New York City Metropolitan Area Country: None Employment Type: Full-time Start At: 10-2007 Ends At: 06-2012 Description: • Strategic Portfolio Management: Directed CitiCards NA Portfolio Segmentation and Go-to-Market Analytics and Strategies, covering key areas such as sales growth, conversions/upgrades, activation, and portfolio actions (e.g., Fee Strategy). • Quantifiable Business Impact: Drove strategic enhancements to existing analytical strategies, resulting in over $100MM+ in annual financial benefit. • Analytical Tool Development: Developed and implemented the NA Cards Portfolio Segmentation Tool and associated strategy, providing critical insights for market targeting. • Team Leadership & Retention: Built and successfully retained a high-performance analytical team, fostering a culture of excellence and innovation. Title: Senior Vice President | Business Analytics | NA Value Cards Portfolio Company: Citi Company URL: https://www.linkedin.com/company/citi/ Industry: Financial Services Company Size: 10001+ Location: New York City Metropolitan Area Country: None Employment Type: Full-time Start At: 08-2004 Ends At: 10-2007 Description: • ECM Strategy Leadership: Held primary responsibility for the Existing Customer Management (ECM) strategy within the NA Value Cards Portfolio. • Performance-Driven Strategy: Managed the Balance Transfer (Balcon) strategy, consistently meeting Balance and Fee financial goals through data-driven approaches. • Advanced Analytics Adoption: Instituted Experimental Design as the core Test & Learn strategy for ECM Balcon, enabling continuous optimization and validated results. • Precision Pricing Innovation: Initiated a dynamic pricing strategy that leveraged response propensity to tailor APR/Fee levels, optimizing portfolio performance and customer engagement. Title: Vice President | Decision Science | Chase Card Services Company: JP Morgan Chase Company URL: https://www.linkedin.com/company/jpmorganchase/ Industry: Financial Services Company Size: 10001+ Location: New York City Metropolitan Area Country: None Employment Type: Full-time Start At: 1999 Ends At: 2004 Description: Responsible for statistical tool and strategy development for marketing programs to enable organic growth. Lead a Rapid Cycle Learning \ Experimental Design (DOE) team for all credit card products. Title: Sergeant Company: Puolustusvoimat - Försvarsmakten - Finnish Defense Forces Company URL: https://www.linkedin.com/company/finnish-defence-forces/ Industry: Military Company Size: 10001+ Location: Kontiolahti, North Karelia, Finland Country: None Employment Type: None Start At: 1991 Ends At: 1992 Description: During my compulsory military service, I was promoted to Sergeant. I learned how to lead under stress, and how to interact with superiors, equals, as well as subordinates under strict hierarchy.
Education: School: Penn State University Degree: M.S., Statistics Activities: None School: Penn State University Degree: M.A., Economics Activities: None School: University of Eastern Finland Degree: B.A., Economics (minor in Statistics) Activities: None
Headline: Managing Director @ Citi | Head of Next Gen Analytics (Decision Science & AI)
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