We are looking for an AI Engineer to build an AI-powered solution that automates physician referral processing. The solution will:
Process faxed referral forms (PDF/Image).
Extract data using OCR and LLMs.
Validate required fields and identify missing information.
Automatically populate a web-based referral form.
Flag low-confidence or incomplete documents for manual review.
The client processes approximately 2,000 referral faxes per month, and the goal is to significantly reduce manual data entry.
Responsibilities
• Design and develop an AI-based fax automation solution.
• Build OCR and document extraction workflows.
• Use LLMs for document understanding and field mapping.
• Automate data entry into web forms.
• Implement validation, confidence scoring, and exception handling.
• Optimize extraction accuracy and overall workflow performance.
Required Skills
• 3+ years of AI/ML development experience.
• Strong experience with OCR (Azure Document Intelligence, Google Document AI, Amazon Textract, ABBYY, or Tesseract).
• Experience with LLMs (OpenAI, Azure OpenAI, Claude, Gemini).
• Strong Python programming skills.
• Experience with Intelligent Document Processing (IDP).
• Experience building AI workflow automation solutions.
• Familiarity with REST APIs and web automation.
Preferred
• Healthcare or document automation experience.
• Knowledge of HIPAA best practices.
• Experience with Prompt Engineering, LangChain, or AI Agents.