Automating Mortgage Loan Workflows Expert

2 days ago


Mysore, Karnataka, India beBeeArtificial Full time ₹ 1,00,00,000 - ₹ 1,20,00,000
Job Description

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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