Independent Product R&D & AI Consulting
Apr 2026 – PresentSenior Software Engineer — Product & Applied AI
- Partnered with Juana Casa's two founding partners and studio team to translate project and operational knowledge needs into a React/Next.js AI assistant with Mastra, source-backed RAG, and specialized agents built with Hermes Agent and integrated with Slack and WhatsApp.
- Developing an independent knowledge-intelligence layer for companies based on that real-world problem, combining vector and full-text retrieval, reciprocal-rank fusion, reranking, bounded multi-hop retrieval, evaluation, and authenticated MCP access to company documents and structured operational data.
- Built and maintain Hermes Dreaming, an open-source Python memory-consolidation plugin for Hermes Agent with scheduled, reviewable workflows, persistent state, and lifecycle tooling.
- Built an experimental LangGraph research lab for multi-model inference across multiple providers, implementing 14 orchestration workflows—including mixture-of-agents, solver/verifier, routing, and orchestrator/worker patterns—and exploring factuality, quality, latency, and cost trade-offs through reproducible benchmarks.
