I help teams build production AI and analytics systems: LLM/RAG applications, AI agents, FastAPI/Next.js products, GA4/BigQuery analytics, dashboards, and campaign measurement workflows.
Production-grade generative AI applications, bespoke custom chat interfaces, and LLM integrations built for reliability. Not just happy-path demos.
High-precision Retrieval-Augmented Generation engineering, enterprise semantic search, vector storage, and advanced hybrid search tuning.
Agentic workflows, task planners, tool calling, and multi-agent systems with guardrails, logs, and human approval gates for complex business tasks.
Custom marketing pipelines, attribution modeling, customer lifetime value prediction, and decision-support systems that connect engineering to revenue.
End-to-end server-side tracking, GA4 custom schemas, Google Cloud BigQuery warehouses, and campaign measurement workflows that leaders trust.
Complete web applications combining Next.js frontends, FastAPI backends, secure Postgres schemas, and production AI integrations.
Whether it is building custom LLM evaluation scripts, optimizing large scale vector ingestion databases, or building private server-side analytics, I specialize in solving hard, atypical engineering challenges.
