Related skills
json selenium python playwright llms📋 Description
- Schema & Protocol Architecture: Design a unified EHR API schema to request patient context agnostically.
- Agentic Fallback Routing: Detect failed API calls and fetch missing context via a browser agent.
- LLM Data Normalization: Use LLMs/VLMs to extract data and map to UECP schema.
- Performance & Reliability Evaluation: Evaluate API vs agent fallback; design caching and automated LLM evaluation.
🎯 Requirements
- Education: Master’s or PhD in CS, AI, Software Eng, Health Systems Eng, or related.
- Programming: Strong Python backend skills; data structures and JSON schema design.
- Web Automation: Web scraping, DOM manipulation, browser automation (Playwright, Selenium).
- AI/Machine Learning: Experience with LLMs and Vision-Language Models for unstructured data extraction.
🎁 Benefits
- Mentorship from senior leaders and hands-on, substantive projects in healthcare AI.
- Remote-first culture and flexible work arrangements.
- Opportunity to contribute to research that may lead to academic publication.
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