Building Agentic AI That Matters
Scaling enterprise AI capabilities through modular architecture and responsible innovation. Specializing in agentic systems, data modernization, and organizational AI transformation.
Featured Projects
View all projects (7) →IBM FSM CSE Agentic Center of Excellence
⭐Founded and scaled the IBM FSM CSE Agentic Center of Excellence: coordinating 10+ contributors to build 25+ reusable agentic AI patterns across 15+ IBM products, accelerating AI adoption across 300+ technical sellers, engineers, and executives in the IBM Financial Services Market community.
AI at Asset Management Firms
Interactive frameworks and data exploration tools for understanding and building AI capabilities in asset management firms. Includes organizational architecture, phased implementation roadmap, stakeholder personas, and use-case portfolio.
CSE LLM Wiki
A template for building a persistent, interlinked knowledge base to track client opportunities, contacts, contracts, and technical engagements - following the LLM Wiki pattern where raw sources stay immutable, wiki pages are LLM-generated interlinked markdown, and every interaction enriches the graph.
Latest Posts
View all posts (6) →AI Strategy for Finance & Operations: Beyond Technology to Business Leverage
Frameworks for identifying where AI genuinely creates value in investment organizations, tested through IBM engagements and leadership interviews
Applying Karpathy's LLM Wiki Pattern: Building a Compounding Knowledge Base for Tech Sellers with IBM Bob
Implementing Karpathy's LLM Wiki pattern for structured knowledge management in technical sales and customer success