Puneeth Komaragiri

AWS published a reference architecture for building an AI-powered recruitment assistant using Amazon Bedrock that automates resume parsing, candidate scoring, skill assessment, and interview question generation. The solution addresses a documented problem where recruiters spend an average of 17.7 hours per vacancy on administrative work, with 45% of talent acquisition leaders spending more than half their time on automatable tasks. The system incorporates Amazon Bedrock Guardrails for PII anonymization, bias filtering, and prompt attack detection across a serverless architecture combining Lambda, API Gateway, DynamoDB, and S3.