Transforming Enterprise Strategy with AI & Data

15+ years architecting intelligent solutions that save thousands of hours and unlock measurable business value

70%
Reduction in Support Tickets
1000s
Hours Automated
15+
Years Experience
Let's Connect

Strategic Data & AI Leadership

Transforming enterprise complexity into competitive advantage through end-to-end data expertise

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Complete Value Chain Visibility

Understanding the entire data lifecycle—from operational systems through analytics and AI—enables me to architect solutions that eliminate organizational silos, optimize data flow, and unlock value at every stage. This comprehensive perspective ensures your data investments deliver compounding returns across the enterprise.

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Building AI That Delivers

I actively design and build production AI tools and intelligent agents that solve real business problems. From automating complex workflows to extracting insights from enterprise data, my AI solutions are engineered for measurable ROI—not proof-of-concepts, but production systems that drive value from day one.

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Enterprise-Scale Results

Delivering measurable outcomes for Fortune 500 companies and government agencies: 70% reductions in operational overhead, thousands of hours automated, and data platforms that empower hundreds of users. My track record demonstrates the ability to execute complex transformations that deliver sustained business value.

My Journey Through the Data Lifecycle

A unique perspective shaped by experience across every stage of data management

01
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Data Creation & Inception

Full-Stack Developer

Started my career building systems of record from the ground up. Developed full-stack applications that created and managed operational data, understanding firsthand how data originates and flows through enterprise systems.

Full-Stack Development System of Record Database Design
02
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Data Consumption & Insights

Analytics & BI Specialist

Transitioned to the consumer side, building analytics solutions and business intelligence dashboards. Learned what makes data valuable to decision-makers and how to transform raw data into actionable insights.

Analytics & BI Data Visualization Business Intelligence
03
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Data Integration & Warehousing

Data Warehouse Architect

Moved to the critical middle layer, designing and building data warehouses that bridge operational systems and analytics. Mastered ETL processes, data modeling, and creating scalable architectures for enterprise data consumption.

Data Warehousing ETL/ELT Data Modeling
04
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Modern Data Architecture

Domain-Driven Data Strategist

Led the development of a domain-driven operational data store for a major financial institution, applying modern architectural patterns and data mesh principles to create scalable, decentralized data solutions.

Data Mesh Domain-Driven Design Operational Data Store
05
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AI Agents & Intelligent Automation

AI Systems Architect & Builder

My comprehensive technical background across the entire data lifecycle uniquely positioned me to build agentic AI systems and enterprise automations. Leveraging deep data expertise to create AI agents that drive productivity, accelerate time to value, and transform how businesses operate.

Agentic AI Enterprise Automation AI Systems Architecture
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The Complete Picture

This unique journey through every phase of the data lifecycle gives me a rare, holistic perspective. I understand the challenges at each stage—from developers creating data, to data engineers transforming it, to analysts consuming it. Now, this end-to-end experience powers my work building AI agents and intelligent automation systems that drive real business value. The foundation in data enables me to architect AI solutions that work seamlessly across the entire enterprise data value chain.

Featured Projects

Strategic initiatives that delivered enterprise-scale impact

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AI-Powered Enterprise Code Analysis

CapTech Consulting | AI & Automation

The Problem

Large-scale data modernization projects required thousands of manual hours analyzing legacy codebases to identify data sources, lineage, and transformation logic—creating bottlenecks in platform upgrades.

The Solution

Built an AI-powered tool leveraging generative AI to automatically scan enterprise codebases, extract data dependencies, and generate contextual metadata. The system produces executive-ready reports summarizing architectural risks and modernization opportunities.

The Impact

Thousands of manual hours automated
Accelerated technical assessments and migrations
Generated contextual data catalogs automatically
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Enterprise Data Platform Transformation

Invesco | Data Strategy & Management

The Problem

Invesco's transition to State Street Alpha required coordinating data across 15 business teams using decentralized spreadsheets, causing version conflicts, data quality issues, and manual reconciliation bottlenecks.

The Solution

Designed and implemented a scalable Snowflake-based business data system with a user-friendly front-end interface, enabling non-technical users to securely manage their data. Established data governance and ownership models across business units.

The Impact

70% reduction in support tickets
100% elimination of data standardization issues
50+ users empowered with self-service data
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Mission-Critical Analytics Infrastructure

Navy Federal | Strategic Advisory & Delivery

The Problem

The Member Communication initiative was experiencing critical message delivery failures and missed SLAs due to limited visibility into system performance. Existing platforms couldn't support the required scale of operational reporting.

The Solution

Led strategic assessment revealing platform gaps, advised executive leadership to secure funding for a dedicated data warehouse. Directed a team of 9 consultants to design and implement the solution, transforming operational data into actionable insights.

The Impact

End-to-End notification delivery tracking enabled
Improved SLA adherence and reliability
Secured executive funding through proof-of-concept
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Early AI Adoption & Thought Leadership

CapTech Consulting | Innovation & Strategy

The Challenge

As generative AI emerged, organizations needed guidance on practical enterprise applications beyond the hype. Teams required education, tools, and frameworks to adopt AI responsibly and effectively.

The Leadership

Gained early access to OpenAI's GPT-3 beta and introduced generative AI to CapTech's Data and Analytics practice. Led firm-wide discussions positioning the company ahead of AI trends. Mentored and coached a team of 7 practitioners in AI applications.

The Impact

Early Adopter recognized as GPT-3 beta user
Firm-Wide AI strategy discussions led
7 Team Members mentored and developed

Expertise

Strategic capabilities backed by hands-on technical delivery

AI & Automation

  • Generative AI Applications
  • Azure AI Foundry
  • LangChain & AI Agents
  • Python Development
  • Enterprise Code Analysis

Data Strategy

  • Platform Modernization
  • Cloud Migration (Azure)
  • Data Governance & Quality
  • Operating Model Design
  • Stakeholder Alignment

Analytics & BI

  • Databricks & Snowflake
  • Power BI & Tableau
  • Data Warehouse Architecture
  • Self-Service Analytics
  • Executive Reporting

Leadership

  • Cross-Functional Team Leadership
  • Executive Advisory
  • Change Management
  • Team Development & Coaching
  • Strategic Roadmapping

Certifications

AI certification

Databricks - Generative AI Fundamentals

Foundational knowledge in generative AI technologies, including large language models, prompt engineering, and AI application development on the Databricks platform.

Azure AI certification

Microsoft Azure AI Fundamentals

Core understanding of AI and machine learning concepts on Azure, including cognitive services, computer vision, natural language processing, and conversational AI solutions.

Azure Data certification

Microsoft Azure Data Fundamentals

Comprehensive knowledge of core data concepts, relational and non-relational databases, data warehousing, and analytics workloads on the Azure cloud platform.

Design Thinking certification

IBM Enterprise Design Thinking Practitioner

Expertise in applying human-centered design methodologies to enterprise challenges, focusing on stakeholder alignment, iterative problem-solving, and user experience optimization.

Let's Connect

Interested in discussing AI strategy, data transformation, or potential collaboration?