About me.

I build production AI systems - RAG pipelines, AI agents, and fullstack applications with Python and TypeScript.

At Geta.Team, I work on AI-powered products deployed on Elestio’s cloud infrastructure. Before AI, I was a fullstack developer with React, Express, and PostgreSQL.

What I do

I specialize in building AI applications that actually work in production - not demos, not prototypes. Systems with verifiable sources, evaluation pipelines, and cost-aware architecture.

My current focus is Torah Study AI - a RAG pipeline on 3.5M sacred texts where hallucination is not an option. Every design decision is documented, benchmarked, and justified.

Why this site

I document everything I build. Not tutorials - build logs with real code, real costs, and real failures. When I estimated embedding costs at $2.60 and it turned out to be 25x more, I wrote about it. When my RAG system returned garbage answers, I debugged it in public.

No hype. No “10x your productivity” content. Technical depth with an opinion.