Technical Leader & AI Architect
Building LLM-Powered Systems at Scale

30+ years I've been building systems that work — from enterprise software to LLM-powered AI. Today: RAG, embeddings, cross-platform ingestion at scale.
The problems just keep getting more interesting.

Ron Many - Technical Leader & AI Architect

What I Do

Core competencies built across three decades of reinvention.

LLM & AI Systems

Building production LLM pipelines with RAG, embeddings, and hierarchical summarization. Cross-platform data ingestion at scale.

Full-Stack Architecture

End-to-end system design from concept to deployment. Python, TypeScript, React, Node.js, cloud-native infrastructure.

Technical Leadership

Leading multi-disciplinary engineering programs across AI, robotics, and defense. Bridging product vision with technical execution.

Systems Engineering

Architecting complex systems spanning software, hardware, mechanics, and integration. Systems that work at scale, in the field.

Let's Connect

Have a project, an idea, or just want to connect? Reach out.