0 active kcal · stride m

Motion counting is approximate and works best with the phone in a pocket. HealthKit and Health Connect need the native app or the fullstack bridge.

MobileNetV2 (TensorFlow.js, runs on your device) names the food, then retrieval over the nutrition database matches it to macros and checks your eat/avoid lists. It recognises common foods best; confirm the match and portion before logging.

Three agents (nutritionist, fitness, motivation) read your data in parallel, then a synthesizer merges their advice. Add a Groq key in Settings for LLM agents; without it, rule-based agents run offline.

Designed and developed by

B.Tech in Computer Science and Engineering (2023 to 2027), Vaagdevi College of Engineering. Focus: AI/ML engineering and data engineering.

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BMR uses Mifflin-St Jeor. TDEE is BMR times an activity factor. Body fat uses the US Navy tape method. Goal targets adjust calories (-25% fat loss, +10% bulk, -5% recomposition) with a floor of 1,200 kcal (women) or 1,500 kcal (men). Protein is 1.8 to 2.4 g per kg by goal. Step calories are about 0.5 kcal per kg per km. Aura score is out of 100: steps 30, water 20, sleep 20, a logged meal 15, protein progress 15.

Your profile, logs, memories and Groq key stay in this browser. Nothing is sent to a server except the questions you ask the AI, which go to Groq only when you add a key. This app gives general wellness estimates, not medical advice. See a doctor for symptoms, injuries, pregnancy, diabetes or eating-disorder concerns.

The key is sent only to api.groq.com. Anyone with access to this browser profile can read it, so use a key you can revoke.