Builders Zone - Smart interview bot using deep learning

March 10, 2022

Often enterprises find it hard to shortlist right candidates for tech roles as it is hard to bring in consistency & efficiency in the way interviews happen. It takes lot of manual effort to interview a candidate and assess his capabilities, and equally challenging to find interviewer’s time to schedule and materialize the interviews. Given the COVID situation, it has become more difficult to conduct these interviews in-person and an ML solution that can intelligently automate interview scheduling will definitely help lots of enterprises improve their hiring process. In this demo, we showcase a front-end web portal to mimic the interview experience where a user is presented with a tech question, and the user can provide answer verbally or submit a written answer. The ML model then evaluates and assesses the answers for its correctness, and quickly revert with a score within minutes.

AWS services: Amazon SageMaker, Amazon SageMaker Ground Truth, Amazon Polly, Amazon Transcribe, AWS Step Functions, AWS Lambda, Amazon SQS, Amazon DynamoDB, AWS Amplify

Speakers:
Arun Balaji, Prototpying Engineer, AISPL
Satheesh Kumar, Senior Solutions Architect, AISPL

Download slides, demo 1 and demo 2

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