The problem FitMetric solves

The health promotion website addresses scattered health information by providing a unified platform with key features:

Health Tracking
Diet Tracker: Monitor and adjust nutrient intake.
Nutrition Analysis: Gain insights for informed dietary choices.
Energy Expenditure Calculator: Understand daily energy needs.

Personalized Insights
AI-Driven Chatbot: Tailored health advice for a better user experience and help in prediction of diesease. There it is trained in such a way it will reflect only Health and Medicine query.

Early Detection
Symptom-Based Prediction: Detect potential health issues early on.

Prescription
Medicine Prediction: Upload prescriptions for accurate medication details.

Health Events
Event Highlights: Stay informed and engage in community health initiatives.

Holistic Approach
Unified Platform: Integrates nutrition, mental well-being, and predictive analytics.

User-Friendly
Ease of Use: Designed for accessibility across user proficiencies.

Efficiency
Time Saving: One-stop platform eliminates the need for multiple sources.

Empowerment
Informed Decisions: Empowers users for proactive health decisions.

Community
Engagement: Encourages participation in community health events.

This website revolutionizes health management, offering an integrated, user-friendly solution that empowers individuals to proactively control their well-being, fostering a sense of community and shared responsibility for health.

Challenges we ran into

During the development of our project, several challenges surfaced, demanding resourcefulness and persistence to overcome. A major hurdle was the identification of suitable APIs and datasets. After extensive searches on platforms like Kaggle, we eventually secured the necessary resources, ensuring the project's data-driven functionalities were robust and comprehensive.

Another significant challenge was the integration of WebRTC (Web Real-Time Communication), which proved time-consuming. Drawing inspiration from Google's implementation, we successfully navigated this obstacle, enhancing the project's real-time communication capabilities.

The training of the AI-driven chatbot presented its own set of challenges. We encountered difficulties in obtaining a relevant dataset for training, compelling us to resort to web scraping from various health-related websites. Additionally, we incorporated information from medical literature to ensure the chatbot's responses were accurate and focused solely on health-related queries. Despite the complexity of training, we triumphed over these challenges, fine-tuning the chatbot to provide precise and pertinent health advice.

The collaboration with diverse datasets posed an additional challenge. Our team gathered information from disparate sources, including prescription data and medical literature, and amalgamated these into a cohesive system. This required meticulous data cleaning and structuring to ensure seamless integration and accurate results.

In the face of these challenges, the team's collaborative spirit and problem-solving mindset prevailed. Regular brainstorming sessions and leveraging each member's strengths contributed significantly to the successful resolution of issues. The perseverance and dedication of the team played a pivotal role in overcoming these hurdles, ultimately leading to the creation of a comprehensive health promotion website that fulfills its objectives seamlessly.