Sophia noticed the waste caused by electricity spikes at home during peak hours and decided to build a smart home energy management system. She combined IoT sensors and deep learning algorithms to design a network that monitors the energy consumption of various appliances in real time and automatically adjusts devices like air conditioners and lighting based on predictive models. After simulations and in-home testing, the system reduced daily electricity bills by 25%. Sophia used technology to bring warmth to life and made her MIT application stand out.

Mentor Review
Sophia demonstrated solid skills in both software and hardware system design and data security. She worked with STEMRise mentors to verify the system's stability and energy-saving effects, reflecting a deep integration of technology and user experience.
University Admission
Massachusetts Institute of Technology (MIT)
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