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Lotus Health AI

Member of Technical Staff

Lotus Health AI
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3 months ago
San Francisco, CA, USAMid Level / Senior

Responsibilities

  • Build and iterate on AI agent workflows for clinical reasoning and decision-making.
  • Design guardrails and escalation paths for safe autonomous behavior in products.
  • Prototype and ship new AI-powered product features from model selection to UX integration.
  • Improve knowledge bases for fast and relevant medical information retrieval.
  • Rebuild data pipelines to ensure data integrity and traceability.
  • Build and optimize real-time voice pipelines for patient interactions.
  • Monitor and analyze background job performance and compliance.
  • Fine-tune foundation models on clinical data for improved accuracy.

Requirements

  • Strong programming skills, preferably in Python.
  • Experience with system refactors and data infrastructure simplification.
  • Familiarity with PostgreSQL and AWS.
  • Experience building production systems for AI or ML workflows.
  • Hands-on experience with LLM APIs and prompt engineering.
  • Comfort working across the stack from schema design to debugging.

Tech Stack

AWSClickHouseDockerFastAPIPostgreSQLPythonPyTorch

Categories

AI & MLBackendData EngineeringFrontend