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 →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 →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
Data Pipeline Optimization with Karpathy Autoresearch and IBM Bob
How IBM Bob applied Andrej Karpathy's Autoresearch methodology to optimize data pipelines, achieving an 11.3% efficiency improvement