Profile
Luis Jaime Ledesma Pérez
Independent AI-safety researcher building research-grade tooling for model-behavior evaluation, instability detection, and applied safety instrumentation — black-box probing with Molecule/PfV that surfaces pre-collapse signals before they reach production. Working with research teams on inference-time safety.
Development stack
What I build with
- Python · PyTorch · NumPy
- REST APIs · MCP servers · provider adapters
- RAG systems · tool-calling agents · multi-agent orchestration
- Azure AI Foundry · Copilot Studio
- HuggingFace · Netlify · PyPI packaging
Open to
What I can do on your team
- AI-safety research engineering roles
- LLM evaluation and red-team-adjacent work
- RAG and agentic system audits
- TwoQuarks control layer on existing pipelines — no weight modification, no retraining
- Research collaborations, fellowships, applied safety teams