Personalized AI-based meal planner that suggests recipes and diet plans tailored to nutrition goals and restrictions.

Personalized AI-based meal planner that suggests recipes and diet plans tailored to nutrition goals and restrictions.

Personalized AI-based meal planner that suggests recipes and diet plans tailored to nutrition goals and restrictions.

PosturePal is an AI yoga posture correction application that analyzes the user's yoga pose from an uploaded image and provides instant feedback. Using MediaPipe for pose landmark detection and a machine learning classifier trained on labeled yoga asanas, the system first identifies the pose and then evaluates how accurately it’s performed.

Personalize workout plans based on user goals and history.

Recommends drills/exercises by matching user profiles to past successful plans.

Identify athletes at higher risk of injury based on workload metrics.

Classification using training/load data (simulated or open) to flag risk.

My project is about detecting and correcting yoga posture. Yoga is popular because it’s something that can be done easily at home with minimal requirements. The flip side of this, however, is that people can get injured. Because beginners don’t have live feedback, they can get hurt due to bad posture. Additionally, a trainer can be expensive and not everyone might be willing to pay for one. That’s why we created PosturePal.

Analyzes food images to estimate calories and macros.
Helps users track nutrition visually and make healthier choices.

Estimate win probabilities for upcoming matches.

Logistic‑regression or tree‑based model on team stats and head‑to‑head history.

The project is essentially a yoga pose classifier which corrects improper form/posture. It can help people who wish to be flexible/fit to practice proper yoga form. I was tasked with the deployment of the project on cloud, but since we ran into difficulties it wasn't possible.