Ricardo
I architect production grade RAG systems and LLM workflows with a focus on observability, deterministic grounding, and privacy first implementation.
- →RAG Architectures
- →LLM Workflows
- →Production Platforms
- →Betacode
- →CoderStein
- →Forma Studio
- →Traceable Answers
- →Intuitive Design
- →Maintainable Code
What I've Built
STARK
Privacy Centric Local RAG Assistant
A privacy centric assistant that processes sensitive documents entirely on-device. Features deterministic source tracing and verifiable response grounding.
Draft
High Precision RFP Automation
Automates complex RFP workflows leveraging structured retrieval from legacy proposal data. Optimizes drafting efficiency while maintaining technical consistency.
CoderStein Events
Enterprise Event Management Platform
Mission critical platform managing thousands of concurrent registrations and live operations. Built for high availability and robust transactional integrity.
RAG Pipeline
Interactive exploration of the RAG lifecycle. Experience how raw queries are transformed into verifiable, contextually grounded responses.
This demo is trained on project documentation and system notes.