Interview Agent

Agent Details

Built an AI-powered Interview Agent to automate end-to-end recruitment tasks including resume screening, interview scheduling, candidate interaction, and feedback collection. The frontend was developed using React, containerized with Docker, and deployed on AWS ECS. Backend services were built with FastAPI to manage CrewAI agents. Integrated GPT-4 for conversational flow and RAG for document intelligence using Chroma. Firebase Auth handled authentication with Firestore and GCS for data and file storage. Fully deployed via ECS Fargate with CI/CD and CloudWatch.

Key Features

• FastAPI backend managing modular CrewAI agents
• GPT-4 powered candidate conversations
• RAG-based document understanding with Chroma
• Firebase Auth and Firestore for secure user and data management
• Fully containerized deployment on AWS ECS Fargate with CI/CD

Use Cases

• Automating end-to-end recruitment workflows
• Screening and shortlisting candidates with AI
• Scheduling interviews and managing calendar invites

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