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Data, AI, and enterprise architecture leadership.

Data and AI executive leading production AI/ML, enterprise analytics, data engineering, and platform modernization. Current scope includes multi-million-dollar budgets, global teams, AI governance, and measurable ROI across cloud and AI investments.

Prevented ~$500M in duplicate payments through AI-driven MDM and data quality automationLaunched AI-powered analytics products projected to generate $1M+ per yearReduced finance reconciliation processing time by 40%Deployed production conversational analytics that reduced support costs by $250K+Led enterprise data and architecture functions supporting $15M in annual revenue

Experience

Aug 2019 - present

Senior Director - Data Engineering, Analytics & AI

Onyx CenterSource

Leads enterprise data engineering, AI/ML, analytics, and data architecture for a global hospitality payments company, including AI strategy, AI Council leadership, lakehouse architecture, FinOps, and production AI deployments.

May 2006 - Aug 2019

Director of Enterprise Data and Application Architecture

Harland Clarke

Served as de facto Head of Data and Architecture, built global teams of up to 30, consolidated BI systems, established governance, and scaled marketing analytics, BI, CRM, and e-commerce platforms.

Jan 2001 - May 2006

Lead Technical Database Administrator

Lombard Canada

Led core platform modernization for a major Canadian insurer and built a DBA team supporting transactional and analytical systems.

May 1998 - Dec 2000

Database Administrator

Clarke American

Designed the company's first e-commerce database platform and collaborated on early cross-platform replication technology.

Education & Certifications

Education

Post Graduate Program in AI/ML - University of Texas at Austin

Master's in Information Systems - University of Phoenix

Bachelor's in Commerce - University of Kerala

Certifications

AWS Certified Cloud Practitioner

Big Data Certificate - Massachusetts Institute of Technology

Core Competencies

AWS BedrockSageMakerSnowflakePythonSparkSQL and NoSQLAWS and AzureMLOps / AIDLCData GovernanceFinOps for AI/MLPredictive ModelingGenAI / LLM Strategy