Lead AI Engineer

Hireproo LLC is seeking a Lead AI Engineer to design and implement advanced AI solutions. The role involves developing end-to-end AI pipelines and collaborating with various teams to ensure compliance and reliability in AI outputs.

Responsibilities:

• Design and implement end-to-end AI pipelines for document ingestion across PDFs, HTML, images, audio, and video
• Build multimodal extraction using OCR, layout parsing, and vision-language models
• Develop LLM-driven compliance reasoning and scalable RAG grounded in regulatory content
• Translate regulatory frameworks into machine-interpretable logic
• Create rule classifiers, risk scoring models, and violation detection workflows
• Evaluate LLMs for action-specific tasks and implement prompt engineering and tool usage
• Apply fine-tuning strategies, guardrails, and hallucination mitigation techniques
• Integrate multimodal models for charts, images, and disclosures
• Deliver explainable, regulator-ready outputs with evidence-backed decisions and linked text spans
• Ensure full audit trails for all AI decisions and outputs
• Define and track precision, recall, and false-negative metrics with human-in-the-loop reviews
• Conduct adversarial and edge-case testing to improve reliability
• Establish best practices for architecture, coding standards, and MLOps
• Collaborate with compliance, legal, and product teams
• Mentor engineers on AI and ML best practices