My Path

I'm Amir—I build AI systems that practice medicine safely, working at the intersection of LLMs, clinical reasoning, and health data infrastructure.

Healthcare AI

Clinical Decision Support

RAG & Knowledge Graphs

LLM Safety in Medicine

AI/ML Engineering

Experience

AI/ML Engineering Manager

January AI, 2024 - Present

Leading AI initiatives including search systems, GenAI applications, and multimodal health intelligence platforms for 500K+ users.

Passion

Making AI Fluent in Medicine

Healthcare isn't just another vertical for AI—it's the hardest one to get right. I'm obsessed with the problem of grounding LLMs in clinical evidence, building systems that reason from guidelines rather than hallucinate through them. My work focuses on neuro-symbolic architectures that combine the flexibility of language models with the rigor medicine demands.

From Data to Clinical Insight

I believe the future of personalized medicine lives in knowledge graphs—structured representations of a person's health that AI can actually reason over. I spend my time building the infrastructure that turns messy health data into actionable clinical context.

'The challenge isn't getting AI to sound like a doctor—it's getting AI to think like one. That means building systems that know what they don't know, cite their sources, and defer when they should. The stakes are too high for confident hallucinations.' Amir Hosseinian

Let's work together