AI engineer · founder · Curious Fella
I work on knowledge systems and integrate language models into the cool things I build.
Right now that looks like DuxMedic, Stoica, Hippograph, and Pyllments. Consultancy through Prudent Patterns.
Building
My companies, projects, passion.
DuxMedic
BuildingA medical workspace that helps people and caregivers manage their health information, guide them through the healthcare system, and research complex conditions by integrating all of their health data while using cutting-edge medical research search tools and frontier thinking language models.
Stoica
BuildingA company built around an open-source knowledge graph visualizer, plus the tooling that lets AI agents construct and manipulate the graph itself.
Hippograph
LiveKnowledge graphs as structured memory. A corpus is deconstructed into the fundamentals a line of questioning actually needs.
Pyllments
BuildingA Python framework for composing LLM apps from elements. Same chassis for a bare chatbot, a RAG system, or an API over the flow.
Writing
Build notes and benchmarks on one side. Looser thinking about technology on the other.
Notes, series, and the work itself.
Don’t RAG on Knowledge Graphs(Or Do) Benchmarking: Combining Knowledge Graphs and Vector DBs to Answer Questions(With Sourcing) – Part Four
Building the answering segment of the QA system centering around the knowledge graph and vector db once both are populated.
Don’t RAG on Knowledge Graphs(Or Do) Benchmarking: Adding a Vector Database – Part Three
Hybridizing our Knowledge Graphs With Vector Databases
Don’t RAG on Knowledge Graphs(Or Do) Benchmarking: Finally Building a Knowledge Graph – Part Two
Building a knowledge graph in Python with Claude 3 Haiku(Works for ≥ GPT 3.5 as well)
Don’t RAG on Knowledge Graphs(Or Do) Benchmarking: Theory behind using an LLM to Build Knowledge Graphs – Part One
Going into the nitty gritty (theoretical) details and nuances of building knowledge graphs with Large Language Models
Don’t RAG on Knowledge Graphs(Or Do): RAG, Knowledge Graphs, and Benchmarks – Part Zero
Foundational preamble to the benchmarking of knowledge graph-centric RAG flows
Meanderings about technology and the rest of it.
Consulting
I work with startups and established companies to get value out of their data and to build AI systems that hold up once they meet the real problem. Along the way I help stakeholders understand the current landscape well enough to decide what is worth doing and what isn’t.
If you’re thinking about a collaboration or an AI system for your business, get in touch. I’d like to hear about it.