Asmaa H.

I build verifiable AI for healthcare, insurance, finance, and other regulated industries. 4+ years shipping production AI systems. 30+ in production across the US, Saudi Arabia, Kuwait, Morocco, and Lebanon. Clients include HealthPlanChat, MedMinded, Vitals Vault, 21Doctors, ViaLink.tech, Finexov, CAMB.AI, and BV Lab. What I ship: - Grounded RAG with provenance on every output - Clinical and financial knowledge graphs in Neo4j - Evaluation frameworks measuring hallucination rate, citation faithfulness, and traceability - Audit trails by design, documentation regulators accept Selected products: - MedVerify. Clinical claim verification system. Grounds AI-generated medical content in 2.4M+ verified clinical relationships. Catches medical errors LLMs miss. - Medicare-Agent. RAG-based insurance Q&A on real policy documents. Built on LangChain and LangGraph. Plain-language answers patients and providers trust. - LLM Faithfulness Scorer. Gives healthtech teams a measurable score for whether their AI is telling the truth. The number you track, ship against, and defend in front of regulators. - Raza Voice Agent. Medical triage voice agent. Cuts front-desk load. Routes patients faster. Operates 24/7 in Arabic and English. Past roles: Lead AI Engineer for a New York healthcare startup. Generative AI instructor at CAMB.AI, voice AI company on AWS and Google Cloud. NLP Engineer at BV Lab. Computer Science from the American University of Beirut. MEPI Tomorrow's Leaders scholar selected by the US Department of State. Engineering for Change Fellow chosen from 700+ applicants worldwide. English, French, Arabic. I am an engineer. I work with your domain experts: clinicians, underwriters, model risk, compliance. My job is the AI infrastructure your organization defends.