Built in the open

Projects

Things I build to understand a problem properly. Source is public where the code is ready for it.

RAG assistant for security policy

A local-first retrieval assistant that answers questions against internal security policy documents, built so the documents never leave the machine.

In progress / Python, FAISS, sentence-transformers, FastAPI

WanderNest RAG chatbot

A retrieval-augmented chatbot for travel recommendations and booking assistance, wired to live data sources.

Built / Python, RAG, NLP

Cross-border market intelligence system

An analytics platform for trade patterns and risk signals across US–Mexico markets.

Built / Python, Analytics, BI

Prompt injection detector

A small classifier and rule set for flagging injection attempts in untrusted content before it reaches a model.

Planned / Python