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Multi-agent financial intelligence
jd Financial Advisor
jd Financial Advisor combines a Next.js product interface with FastAPI services and a five-agent analysis workflow. AWS Lambda, SQS, Aurora Serverless, S3 vector search, SageMaker embeddings, and Amazon Bedrock support asynchronous planning with authenticated, per-user portfolio data.
What it demonstrates
Engineering that reaches beyond the demo.
- Five specialized agents orchestrate portfolio analysis, reporting, charting, classification, and retirement planning
- Asynchronous analysis jobs run through AWS Lambda and SQS
- Aurora Serverless and Clerk provide persistent, per-user portfolio data
- S3 vector search, SageMaker embeddings, and CloudWatch support retrieval and observability