12 Aug
|
Fold Health
|
Haveli
12 Aug
Fold Health
Haveli
Responsibilities
- Lead
architecture, design, and implementation of LLM-based and agentic AI
systems for clinical and operational use cases.
- Oversee
the development of multi-agent orchestration frameworks (reasoning,
planning, and task execution) using tools such as LangGraph, CrewAI, or
Semantic Kernel.
- Build
scalable RAG pipelines and retrieval systems using vector
databases (Pinecone, FAISS, Weaviate, Vertex AI Matching Engine).
- Guide
engineers on prompt design, model evaluation, multi-step orchestration,
and hallucination control.
- Collaborate
with product managers, data engineers, and designers to align AI
architecture with business goals.
- Manage end-to-end
AI lifecycle — data ingestion, fine-tuning, evaluation, deployment,
and monitoring on Vertex AI / AWS Bedrock / Azure OpenAI.
- Lead scrum
ceremonies, sprint planning, and backlog prioritization for the AI
team.
- Work
directly with external stakeholders and customer teams to
understand requirements, gather feedback, and translate insights into
scalable AI solutions.
- Ensure
compliance with HIPAA,
PHI safety, and responsible AI governance
practices.
- Contribute
to hiring, mentoring, and upskilling the AI engineering team.
Requirements
Must-Have Skills
- Deep
expertise in LLMs, RAG, and Agentic AI
architectures, including multi-agent planning and task orchestration.
- Hands-on
experience with LangChain, LangGraph, CrewAI, or Semantic Kernel.
- Strong
proficiency in Python, cloud-native systems, and microservice-based
deployments.
- Proven
track record of leading AI projects from concept to production,
including performance optimization and monitoring.
- Experience
working with healthcare data models (FHIR, HL7, clinical notes) or
similar regulated domains.
- Experience
leading agile/scrum teams, with solid sprint planning and delivery
discipline.
- Excellent
communication and collaboration skills for customer-facing discussions,
technical presentations, and cross-team coordination.
- Deep
underst
📌 AI/LLM Technical Lead (Haveli)
🏢 Fold Health
📍 Haveli