Project: Sam Nageub Project

[samnageub]

Project name

AI Health Coach Agent

Description

AI-Powered Personalized Nutrition Assistant: Local Intelligence for Healthy Living
Project Overview
Our innovative AI health agent leverages locally deployed DeepSeek models to provide personalized nutrition guidance and meal planning assistance. By combining advanced computer vision capabilities with natural language processing, the system offers real-time dietary recommendations and calorie estimations, all while maintaining user privacy through local deployment.
Key Features

1. Smart Inventory-Based Meal Planning
   • Processes user-uploaded documents containing available ingredients
   • Generates healthy recipe suggestions optimized for available ingredients
   • Provides detailed nutritional information and calorie estimates for suggested meals
   • Leverages DeepSeek's reasoning capabilities to ensure balanced meal compositions
2. Visual Food Analysis
   • Implements advanced computer vision technology for food recognition from uploaded images
   • Provides real-time calorie estimation using sophisticated volume calculation algorithms
   • Offers intelligent recommendations for meal optimization based on nutritional analysis
3. Technical Implementation
   • Locally deployed DeepSeek model ensuring data privacy and reduced latency[4]
   • Built using Python, streamlit, langchain

Project Repository URL

https://github.com/samnageub/GenAI/tree/main

Project video

https://drive.google.com/file/d/11ymAaJYoP4M4LrUrvj6_SPfrdUP1joMi/view?usp=drive_link

Team members

Sam Nageub