README
santifer.io
Interactive portfolio with AI chatbot (text + voice), agentic RAG, 71 automated evals, LLMOps dashboard, and 6-layer prompt injection defense
The Problem
Static CVs don't show what you can actually build. A PDF lists skills — it doesn't prove them.
The Solution
A production-grade interactive portfolio that demonstrates the skills it describes: dual-mode AI chatbot (text + voice) with agentic RAG, full LLMOps observability with custom dashboard, 71 automated evals as CI gate, prompt versioning, and a closed-loop that generates tests from production failures.
Key Features:
- AI Chatbot "Santi" — Text (Claude Sonnet) + Voice (OpenAI Realtime API). Responds in first person as Santiago. Agentic RAG with hybrid search (pgvector + BM25) and Haiku reranking
- 6-Layer Defense — Keyword detection, canary tokens, fingerprinting, anti-extraction, online safety scoring, adversarial red team. Real-time jailbreak email alerts
- 71 Automated Evals — 10 categories: factual accuracy, persona, boundaries, quality, safety, language, RAG quality, multi-turn, source badges, voice quality. CI gate on every push
- LLMOps Dashboard — Private
/opswith 8 tabs: Overview, Conversations, Costs, RAG, Security, Evals, Voice, System. Real data from Langfuse + Supabase