MLT GEN AI Partner Bot Jun - Present

AWS Bedrock–powered chatbot that analyzes SEC 10-Q filings to surface financial risks with context-based LLM queries.

This project uses AWS Bedrock with Claude 3 Sonnet, AWS Lambda, and the SEC EDGAR API to automate retrieval and preprocessing of 10-Q filings. It implements a no-context vs. context-based RAG pipeline, enabling precise financial Q&A and improving answer accuracy by 60% while cutting data processing time by 70%.

• Platform

  AWS Cloud (Lambda, Bedrock), Python Boto3, Web Chatbot Interface

• Stack

  AWS Bedrock (Claude 3 Sonnet), Python, Boto3, AWS Lambda, EDGAR API, SEC 10-Q Filings, RAG Pipeline

Repositorymlt-genai-partner-bot