ML/AI Lead at MDiet

ML/AI Lead
MDiet
4,000 to 5,000 USD Gross per month
Astana / Remote

Early-stage HealthTech startup. AI-powered platform reducing patient readmissions targeting the US healthcare market.

Responsibilities:
• Design and build LLM agents and pipelines for medical data curation
• Develop production RAG systems with high citation quality
• Deploy and optimize self-hosted LLM inference (vLLM)
• Fine-tune open-source models on medical data
• Create evaluation frameworks and hallucination control systems

Requirements:
• Production LLM systems (RAG + agents + inference)
• Fine-tuning open-source LLMs (LoRA/QLoRA/PEFT)
• Building data pipelines for LLM/RAG workloads
• Evaluation and hallucination reduction
• Production Python + FastAPI + async processing

Optional:
• Experience in medical / clinical NLP or regulated domains
• Cost modeling and optimization of LLM workloads
• Publications in relevant fields