AI-Powered Nutrition Support for Bariatric Patients
Back-End
Team Lead, Front-End
Back-End
Database, Back-End
Database, Front-End
Front-End
Back-End
As obesity continues to rise in the United States, bariatric surgery has become an increasingly common medical intervention to support significant and sustained weight loss. However, the procedure presents challenges, as patients must adopt strict dietary guidelines, develop consistent meal tracking habits, and maintain long-term lifestyle changes.
Existing weight-loss applications fail to address the unique nutritional requirements of bariatric patients, which include surgery-specific restrictions, medical conditions, personal food preferences, and individualized lifestyle factors. Additionally, these applications lack integrated long-term monitoring tools that allow healthcare providers to effectively track patient progress and adherence after surgery.
This senior design project presents a prototype mobile application developed from scratch to support patients throughout the bariatric journey. The application integrates AI-driven personalization to generate tailored daily nutritional guidance, adapt to individual health data, and provide meal tracking support.
In addition, the platform centralizes patient data for healthcare providers, improving long-term monitoring, increasing tracking accuracy, and reducing manual workload. By combining personalized patient support with provider-facing analytics, this solution aims to enhance postoperative adherence and improve long-term surgical outcomes.
Explore both perspectives of our applications:
View our project poster below: