AI Engineer & Computer Scientist AI agents in production · LLM orchestration · reasoning architectures M.Sc. in AI and Multi-Agent Systems, UTFPR · ORCID
I build AI systems that run in production, and research architectures for machine reasoning.
sema combines high-dimensional vector search with an explicit knowledge graph. It indexes embeddings through an IVF structure over 1-bit quantized codes, and answers by chaining stored facts — retrieval and inference as a single search.
Output is deterministic, auditable and traceable to source, on CPU: an alternative to conventional RAG where hallucination and lack of traceability are unacceptable.
vector search · knowledge graph · explainable AI · no GPU
Paper ·
npm
Cofounder and software architect. A WhatsApp multi-agent platform: agent orchestration, tool calling, human handoff, AI-based lead classification, and integrations with ERP, e-commerce, CRM and calendar systems. Ceased operations in 2026.
M.Sc. on explainability in deliberative multi-agent systems — reconstructing agent decisions causally from internal-state transitions.
Python · TypeScript · LLM APIs · backend · AWS · Docker