Hi there. I am Subzteveø
- AI-assisted music production (Ableton Live, offline / local-first)
- Agentic AI systems (tool-enabled, multi-agent workflows)
- Document intelligence & NLP (structured extraction, RAG, evidence-first summaries)
- AI safety, governance, and licensing-aware deployment
- Open-source AI tooling and ML pipelines
Local-first AI assistant for music production.
- Offline inference, privacy-first
- Audio/MIDI analysis for mixing, mastering, and arrangement
- Human-in-the-loop by design
Agent-driven NLP for policy and compliance work.
- Structured extraction (entities, obligations, risks)
- Evidence-linked summaries
- Knowledge-base and RAG architecture
Reusable architecture for reliable AI agents.
- Prompt-routed agents (RTF, TAG, CARE, RISE, BAB)
- Tool-enabled execution with guardrails
- Designed for long-running, inspectable systems
Automated testing and verification for AI systems.
- Break, test, and validate model outputs
- Reliability and edge-case focus
Principle: AI should augment human judgement, not obscure it.