
Anas
Senior AI Engineer Custom AI SaaS n8n and Voice Agents
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Experiencia laboral
Ai engineer
zma-solutions • Tiempo completo
Jan 2026 - Present • 8 mos
Building production-grade agentic AI systems for regulated industries, with a focus on pharma and biotech compliance workflows. Currently developing CYBRAIN QS, a GxP-compliant multi-agent platform for generating and editing SOPs, including a TipTap-based document editor with five AI-powered actions (Improve, Rewrite, Gap Check, Convert, Justify). Designed and shipped a Client Knowledge Model architecture with automated knowledge object promotion and LLM-based output verification through batched Gemini calls. Built a hybrid RAG pipeline on FastAPI, PostgreSQL, and Qdrant, with fabrication-prevention safeguards and confirmed-row protection to keep AI-generated content audit-safe. Working end-to-end across backend architecture, retrieval accuracy, and compliance-driven product requirements.