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Author(s):

Sinchana S | Prerana A N | Sindhu B B | Sunaina G Umesh | Ashwini M S
Keywords:

AI Module, Real Time Feedback, Dynamic Questions, Emotion Recognition, Speech Recognition, Proctored Environment, Timer Based.
Abstract:
The Transition From Academic Learning To Meeting Industry Expectations Remains A Significant Challenge In Enhancing Students' Employability. The “Adaptive AI Framework For Streamlined Placement Preparation” Addresses This Gap By Offering An Integrated, AI-powered Platform Tailored To The Needs Of Both Students And Employers. Leveraging Advanced Technologies Such As Emotion Detection, Adaptive Learning, And Personalized Pathways, The System Equips Students With Essential Technical And Soft Skills Required To Excel In Placement Processes While Fostering Holistic Development. The Platform Comprises Five Key Modules-Mock Interview, Aptitude, Behavioral, Communication, And Coding-each Designed To Simulate Real-world Scenarios And Provide Comprehensive Preparation. By Delivering Personalized Learning, Data-driven Insights, And Alignment With Industry Standards, The Framework Ensures Targeted Improvement And Boosts Placement Readiness, Supporting Educational Institutions In Streamlining Training Programs And Bridging The Gap Between Academics And Professional Success.

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