LLM Infrastructure | RAG Pipelines | Agentic AI | Content Guardrails | Observability
Building the infrastructure that makes AI
work in production.
// about
I'm a Generative AI & LLM Infrastructure Engineer with 6+ years at the intersection of data engineering and AI. Right now I'm at Wells Fargo, building Feature Infrastructure and the ML Platform that powers production AI systems.
My work spans the full AI delivery stack — from RAG pipeline architecture and LLM fine-tuning, to the data infrastructure and cloud-native deployment layer that keeps models reliable at scale. I've shipped on Azure, GCP, and AWS.
I also write on Medium about distributed systems and system design patterns — because understanding how things work at the infrastructure level is what separates engineers who build toys from engineers who build things that last.
// tech stack
The full stack from raw data to deployed model — every layer of the AI delivery pipeline.
// experience
Six years across fintech, streaming, and public sector — each role a layer deeper into the AI & data infrastructure stack.
// writing
I write about distributed systems, system design patterns, and AI — with the candour that most engineering blogs avoid.
Distributed Systems
The fundamental trade-off at the heart of every distributed database decision you'll ever make.
Security
"Stop copy-pasting login screens into every service." The case for identity federation done right.
Availability
How periodic liveness signals underpin failure detection and cluster management in distributed systems.
Security
Granting scoped, time-limited access to resources without handing over the master keys.
Availability
The "please chill" pattern your services desperately need — limiting work based on health and capacity.
Generative AI
A practical guide to what Generative AI actually changes — and what the hype gets wrong.
// education
Certificate
Cornell University
Product Management
📍 Ithaca, New York
Master of Science
Pace University
Information Systems
📍 New York, USA
// contact
Whether you want to talk LLM infrastructure, RAG design, or just geek out over distributed systems trade-offs — I'm always up for it.