ABOUT ME

Data, analytics, and AI leader with 13+ years translating complex business problems into measurable business impact through analytics, AI, data platforms, and operational improvement.

Experienced developing business cases, KPI frameworks, executive scorecards, and benefit-tracking methodologies; structuring ambiguous problems; influencing senior leaders; and leading cross-functional initiatives across product, engineering, operations, finance, and business teams.

Selected Data, Analytics & Business Performance Initiatives

Enterprise Analytics & KPI Framework

2017-2024

Built enterprise analytics and executive reporting capabilities that connected customer, operational, and performance data. Developed KPI frameworks, scorecards, and dashboards in Power BI and Tableau to identify performance gaps, monitor business outcomes, and translate quantitative findings into actionable recommendations for senior leaders.

Business Performance & Closed-Loop Improvement Platform

2017-2024

Designed a closed-loop operating model that converted low customer scores into prioritized cases, owner accountability, follow-up actions, and outcome measurement. Used analytics to quantify impact, surface operational risks, and support business cases for process and service improvements.

Enterprise DataMart & Data Integration

2017-2024

Developed a centralized DataMart integrating customer, operational, and transactional data to support advanced analytics and decision support. Improved analytics acumen across stakeholders by enabling deeper root-cause analysis, KPI development, and more rigorous measurement of business performance.

Recommendation & Product Discovery Analytics

2012-2013

Built data-driven recommendation and discovery capabilities that generated more than $80M in attributed revenue. Used behavioral data, experimentation, and performance analytics to improve relevance, support commercial decisions, and demonstrate measurable business impact.

AI, Automation & Decision Intelligence

AI-Driven Insights & Executive Decision Support

2024-2026

Applied generative AI and LLMs to synthesize high-volume customer and operational data into concise insights, trends, and executive narratives. Accelerated analysis while improving the speed at which senior leaders could identify business risks, opportunities, and recommended actions.

Enterprise AI Knowledge & Conversational Analytics

2024-2026

Developed AI-enabled knowledge and conversational experiences using enterprise data, retrieval, and analytics. Defined success metrics, monitored answer quality and adoption, and used behavioral data to improve relevance, usability, and measurable business outcomes.

Voice Analytics & Intelligent Automation

2023-2024

Used AI voice-to-text and analytics to convert customer interactions into structured data for analysis. Automated insight generation across service conversations, enabling stronger KPI reporting, root-cause analysis, and operational decision support.

Skills & Proficiency

Data & Analytics Strategy

Business Analysis & Decision Support

Generative AI & Intelligent Automation

Business Cases & Benefit Realization

KPI Development & Executive Scorecards

Operational Excellence & Process Improvement

Data Platforms, ETL & API Integration

Executive Influence & Stakeholder Leadership

KPI Development & Reporting

ETL & Data Pipelines