Projects
Selected products and cases
Selected products and cases — not a list of repositories.
Flagship case
Validated locallyBraga Suite
From business request to a governed screen in the Senior X context.
326 tests passing on the BFF (3 skipped)
Concept and architecture
SaaS product
ActiveClipia
Video shorts generator — from voice pitch to rendered short-form with AI on local GPU.
Multimodal pipeline verified end to end
End-to-end pipeline architecture
AI + regulatory geometry
Validated locallyTraço Urbano
Copilot that generates legal residential design for approval — geometric engine + municipal legislation RAG.
Geometric engine validates zoning, FAR, setbacks, permeable area
Geometric engine architecture
Knowledge infrastructure
Activesenior-mcp
319k chunks of specialized knowledge behind an MCP server in production.
319,309 indexed chunks (261,803 HCM/ERP docs, 46,470 LSP, 10,267 tickets)
Indexing and retrieval architecture
Local-first product
Open sourceMDRecord
Personal audio memory with hybrid search — and a benchmark that proves the difference.
Hybrid search nDCG@10 0.747 vs 0.606 pure FTS (+23%)
Product author
Open source · applied research
Open sourceground-first
The skill that makes a model understand WHAT you meant before answering — with a public cross-vendor benchmark.
Benchmark with 648 calls (36 cases × 3 rounds × 6 vendors)
Author and researcher