
Machine Learning Architect
2 days ago
We are seeking a skilled AI specialist to join our team focused on automating mortgage loan processing workflows.
Key Responsibilities:- Mortgage Loan Automation: Design and implement machine learning pipelines for automating loan origination, underwriting, and document intelligence processes.
- LLM-based Solutions: Develop and deploy large language model-based solutions using tools like Ollama, OpenAI, HuggingFace, and integrate via LangChain or similar frameworks.
- Agentic AI Systems: Build and orchestrate Agentic AI systems (e.g., using LangChain Agents, AutoGen, CrewAI) to enable autonomous decision-making, task planning, and loan-processing agents.
- Domain-specific LLMs: Fine-tune domain-specific LLMs and embeddings for intelligent document classification, summarization, and question answering.
- MLOps Workflows: Develop end-to-end MLOps workflows for scalable training, testing, and monitoring of models.
- Model Deployment: Deploy AI models and microservices using Azure (Azure ML, Functions, Blob Storage, App Services).
- Collaboration: Work with cross-functional teams to ensure compliance, explainability, and effectiveness of AI solutions.
About the Opportunity: This is a unique chance to lead GenAI and Agentic AI initiatives for mortgage automation, access top-tier tools, frameworks, and cloud platforms, work remotely, and grow your career in an innovation-first team.
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