I help enterprises ship AI that actually works.
Engineering leadership, AI strategy, and hands-on delivery. From RAG systems to knowledge graphs to production infrastructure.
Services
What I do
AI Strategy & Readiness
Stakeholder interviews, readiness assessments, and implementation roadmaps that turn AI ambition into concrete plans.
RAG & Knowledge Engineering
Ontology design, knowledge graphs, retrieval systems, and LLM evaluation frameworks that make your data actually useful.
Product & Engineering Leadership
Architecture, SDLC governance, team augmentation, and zero-to-one builds. From strategy to shipped product.
AI Tooling & Infrastructure
Azure, MCP integrations, document AI, and evaluation pipelines. The infrastructure that makes AI reliable.
Portfolio
Selected work
Major HVAC Manufacturer
RAG System for Technical Documentation
Built an enterprise RAG system to make thousands of complex technical PDFs searchable and queryable by field technicians.
Automotive Financial Services Company
AI Readiness & Strategy Assessment
Led a comprehensive AI readiness assessment and developed an implementation strategy for SDLC tooling and AI adoption.
Global Management Consultancy
Knowledge Graph Proof of Concept
Built a knowledge graph with MCP agents and ontology-driven classification, outperforming vector search on precision metrics.
Trusted partner
Delivering AI consulting engagements through Earley Information Science
Let's talk about your AI challenge.
Whether you're exploring AI for the first time or scaling an existing system, I can help you ship something that works.
Book a Consultation