
Automating Mortgage Loan Workflows Expert
2 days ago
We are seeking a skilled expert in automating mortgage loan processing workflows with deep hands-on experience in Machine Learning (ML), Natural Language Processing (NLP), Large Language Models (LLMs), Generative AI, and Agentic AI.
Key Responsibilities- Design and implement ML/NLP/GenAI pipelines for automating loan origination, underwriting, and document intelligence processes.
- Develop and deploy LLM-based solutions using tools like Ollama, OpenAI, HuggingFace, and integrate via LangChain or similar frameworks.
- Build and orchestrate Agentic AI systems to enable autonomous decision-making, task planning, and loan-processing agents.
- Fine-tune domain-specific LLMs and embeddings for intelligent document classification, summarization, and question answering.
- Develop end-to-end MLOps workflows for scalable training, testing, and monitoring of models.
- Deploy AI models and microservices using Azure Cloud services.
- Work with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.
- Leverage prompt engineering, RAG (Retrieval-Augmented Generation), and vector stores for contextual mortgage document workflows.
The ideal candidate will have 5+ years of hands-on experience in Machine Learning, NLP, or LLM-based systems. They should be proficient in Python, Scikit-learn, PyTorch/TensorFlow, Spacy, HuggingFace Transformers, and have strong knowledge of Azure Cloud services including Azure ML, Azure Functions, and Azure DevOps.
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