Liftology: AI-Powered Fitness Platform

Built the backend of an AI-driven fitness platform that

delivers personalized workout and diet plans through

machine learning and real-time posture correction using

computer vision. The system was developed using FastAPI

and MongoDB, with a strong focus on scalability,

modularity, and performance.

Key contributions:

•

Integrated machine learning models via API endpoints

to generate customized exercise and diet plans.

•

Implemented secure user authentication, session

management, and structured data storage.

•

Developed RESTful APIs to ensure smooth

communication between the frontend, ML

components, and database.

•

Connected a LLaMA-based conversational AI chatbot

for real-time user guidance and interaction.

•

Ensured system reliability through performance

tuning, error handling, and comprehensive testing.