Senior AI Engineer bridging the chasm between theoretical research and production systems. Specializing in Agentic Solutions and Retrieval-Augmented Generation.
Agentic AI RAG & Retrieval Knowledge Graphs LLM Evaluation Cost-Aware Inference Production AI Systems
A GenAI project succeeds or fails on whether you can name the business metric it moved — and prove it. The architecture is the price of entry, not the win.
· 7 min read
Case studies in progress
I'm writing up a few projects properly — outcome, stack, and what I'd do differently. For now, the writing is the clearest window into how I work.
I care about software that's still good a year later. I build AI products, write to think clearly, follow football too closely, and optimize for the long game over the quick win.
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