{"componentChunkName":"component---src-templates-project-template-js","path":"/projects/llm-email-interface","result":{"data":{"project":{"title":"LLM Email Interface","slug":"llm-email-interface","description":"Built an email-based interface for LLM interaction using AWS SES for email receiving, OpenAI Assistants API for conversation management, DynamoDB for state, and S3 for attachment storage. Implemented CloudWatch logging, CloudConvert for file processing, thread management for multi-turn conversations, and an AWS Amplify frontend with social login and custom prompt templates. 572 hours of development, $34,340 project value.","caseStudy":"## Stack & Architecture\n\nBuilt with LLM, OpenAI, Python, DynamoDB, AWS S3, AWS Amplify, Lambda. Delivered 2024–2025.\n\n<!-- Auto-drafted from profile data. 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