
Transforming Legacy Loan Operations Through AI Excellence
20 hours ago
We are seeking a highly skilled professional to design and implement innovative AI solutions for automating mortgage loan processing workflows.
Key Responsibilities:- Develop and deploy LLM-based pipelines for automating loan origination, underwriting, and document intelligence processes.
- Design 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 services.
- Collaborate with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.
- 5+ years of hands-on experience in Machine Learning, NLP, or LLM-based systems.
- Proven expertise with LLMs (e.g., OpenAI, Ollama, GPT-4, Mistral) 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.
- Familiarity with vector databases (e.g., FAISS, Pinecone, Weaviate).
This role offers the opportunity to lead GenAI and Agentic AI initiatives for mortgage automation, work remotely, and enjoy career growth in an innovation-first team.
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