
Transforming Loan Operations through AI Innovation
2 days ago
AI Expert for Mortgage Automation
We are looking for a skilled AI expert to join our team in designing and implementing intelligent solutions to automate mortgage loan processing workflows. This is a unique opportunity to revolutionize the lending industry using cutting-edge technology.
Key Responsibilities:- Design and implement machine learning, natural language processing, and large language model pipelines for automating loan origination, underwriting, and document intelligence processes using cloud-native MLOps and advanced AI/LLM orchestration tools on Azure.
- Develop and deploy large language model-based solutions using tools like Ollama, OpenAI, HuggingFace, and integrate via LangChain or similar frameworks.
- Fine-tune domain-specific large language models and embeddings for intelligent document classification, summarization, and question answering.
- Design and implement scalable solutions for automating complex workflows using agentic AI systems, such as LangChain Agents, AutoGen, CrewAI.
- 5+ years of hands-on experience in machine learning, NLP, or LLM-based systems.
- Proven expertise with LLMs and LangChain/AutoGen/agentic AI design.
- Proficiency in Python, Scikit-learn, PyTorch/TensorFlow, Spacy, HuggingFace Transformers.
- Strong knowledge of Azure Cloud – including Azure ML, Azure Functions, Azure DevOps.
- Experience with MLOps tools like MLflow, Azure ML pipelines, or Kubeflow.
- Opportunity to lead GenAI and Agentic AI initiatives for mortgage automation.
- Access to top-tier tools, frameworks, and cloud platforms.
- Remote flexibility and career growth in an innovation-first team.
- Impactful work transforming legacy loan operations through AI.
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