Hi, I'm Karl
Transformational IT Leader
I lead enterprise-wide technology transformations, designing and implementing AI, machine learning, and deep learning solutions that deliver tangible business value. By architecting modern, scalable platforms, I drive measurable growth, operational efficiency, and innovation, aligning cutting-edge AI/ML/DL capabilities with strategic business objectives to create impactful, data-driven outcomes.
About Me
As a seasoned IT executive with over four decades of experience, I have spearhead enterprise-wide technology transformations that empower Fortune 500 organizations to achieve strategic objectives through value-driven data. My leadership focuses on architecting and implementing modern, scalable, and resilient solutions that integrate advanced analytics, AI, and cloud-native technologies to accelerate business growth, optimize operational efficiency, and foster innovation. By aligning cutting-edge technical capabilities, organizational priorities, and skilled staff, I drive measurable business outcomes, cultivate cross-functional collaboration, and position companies to thrive in dynamic, competitive business environments.
Data, Analytics and AI
Designing real-time data flows, implementing advanced analytics solutions, and integrating AI capabilities to drive business insights.
Organizational Transformation
Leading enterprise-wide technology transformations, modernizing legacy systems, and driving platform consolidation across large organizations.
End to End System Design
Architecting comprehensive solutions from data flows to user interfaces, ensuring seamless integration across all system components.
Cloud & DevOps
Deploying and managing applications on cloud platforms with CI/CD pipelines.
Connecting Delivery to Value
Bridging technology delivery with business outcomes, ensuring every solution directly contributes to organizational success and measurable value.
Automating Testing and Compliance
Implementing automated testing frameworks and ensuring regulatory compliance across enterprise systems and data governance.
Skills
Technologies
Featured Projects
Here are some of the projects I've worked on. Each one represents a unique challenge and learning experience in my journey as a developer.
SOA to Microservices Transformation
A comprehensive case study documenting the design and implementation of a large-scale transformation from Service-Oriented Architecture to Microservices. This project showcases enterprise architecture planning, organizational change management, and technical migration strategies.
Weather Consensus
The weather consensus app is working code that is part of a tutorial series for various engineering roles. It includes a sample outline for three roles/levels.
Latest Blog Posts
Read my latest thoughts and insights on software, tech, and more.
Big Models, Bigger Bills: Why Training LLMs Just Doesn’t Add Up for Most Enterprises
This August 2025 post unpacks the economic and practical realities behind training large language models (LLMs) inside traditional enterprises. It argues that most organizations lack the data, scale, ...
Read MoreMore Than Words
July 2025 - This post challenges the LLM-centric view of AI, highlighting high-value, non-language AI systems that have been transforming industries for years. From financial trading algorithms and fr...
Read MoreGet In Touch
I'm always interested in hearing about new opportunities and exciting projects. Feel free to reach out if you'd like to collaborate or just want to say hello!