Kevin noticed that classmates under pressure had nowhere to turn for late-night support, so he developed an AI chatbot. Using natural language processing and sentiment analysis models, the bot could recognize users' emotions and provide comfort and advice, achieving 95% accuracy after multiple rounds of testing. Students reported that the bot was like a tireless listener, offering real care.
Mentor Review
Kevin has a strong background in NLP and affective computing. He worked with STEMRise mentors to optimize data labeling and model architecture, achieving a balance between high accuracy and fast response.
University Admission
California Institute of Technology (Caltech)
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