Deepak Singh@deepaksingh

Problem: Malnutrition affects over 149 million children under five, Fulfilling nutritional needs is expansive for many people, Products are being sold without any kind of verification. Users can scan the nutrition label of a product to get health insights about it. Users can get personalized diets according to the availability of food. We are Using RAG and ML to analyze research papers and give personalized diet. E-commerce store where local crops from every village and city will be available. Not only raw crops but snacks made out of them like, biscuits of beetroot. Even the rarely found nutrition will be fulfilled with our products.

So the game starts with a scientist who invented a time machine, and out of curiosity, he travels to the future to see the upcoming face of the earth, but what he sees there is not as expected. There are no natural resources; all are exhausted, and humans are suffering from various problems. So scientists decided to fix it in the present, and for that, we have to talk with the owners or CEOs of the industries who exhaust the natural resources to generate fuel. Now, they also agreed to the problem and told the scientist that they were aware of a new powerful renewable energy resource that was hidden, and to reach out to its source, they had to solve some puzzles in which they were not successful. Now, it depends on you (the scientist) to solve the problems, reach out to the energy source, and make a better future.

Nutrition Guru aims to solve nutrition problems among people with the help of the latest technologies and research pape. Nutrition Guru is a mobile application that consists of some health awareness services like Nutritionist AI, Calorie Predictor, and Diet Planner, which will help many people know and take proper nutrition according to their condition and needs. And there is a nutrition store, which is an e-commerce service where people can find and buy products that fulfill their nutrition needs. Health awareness services will be free of charge so that anyone can be aware of nutrition and their health. The Nutrition Store will be different from other e-commerce sites like Etsay, Amazon, etc. because this store will contain products from small to small locations because there are certain locations where certain foods full of nutrition are found, but very few are aware of that. Currently, this store will contain foods from India and will serve the whole world because, for the implementation of the desired store, we have a plan for how to implement it in India. The plan goes like this: in India, there is a Health Mission employee in every village, town, and city. We will contact them to get their local products and foods for our store, and we can also make deliveries through them in India. This is our dream: to provide everyone with the cheapest, most nutritious food and free health awareness services.

A normal person cannot know about health effects of a food/beverage by just looking at the nutrition information written on the product. It needs knowledge about nutrition insights. So this is very big problem being faced by today’s generation. Most people are using packed food without knowing its effects on their health. Actually, the health effects of these products are written on the product, but in a complex way. Every packed food or beverage contains its ingredients and nutrition information. The solution to this problem is to create applicaition in which the user will input the nutrition label, and the output of the application will be the effect of that product on our health.

## Inspiration I am from India, and I have seen many people fall into the trap of spam callers. Generally, spammers find targets who are not that aware and get their personal details. Another problem, I think, is being faced by many people worldwide. Many people get calls from companies that are a total time waste for them. And I have seen many girls in my surrounding area who are worried about unwanted calls from unknown boys who are just calling for fun. ## What it does Introducing a comprehensive solution to combat spam calls and unwanted numbers. By redirecting all unknown calls to an AI bot, suspicious behavior can be detected in real-time using advanced machine learning algorithms. The bot engages with the caller, blocking scammers and forwarding relevant conversation details to the user through a web or mobile application. ## How i built it For handling calling actions, I used the Twilio API in Node.js; for AI bots, I used Langchain and ChatGPT in Python; and for web applications, I used the MERN stack. ## Challenges i ran into The first challenge that was faced was a lack of teammates. I am a full-stack web developer and needed AI and mobile experts, but unfortunately, I haven't found anyone. Thanks to the API from ChatGPT, which helped me easily create the expected AI bot in Python, The second challenge was a fast response from DB. I was building a real-time system in which I had to continuously insert and delete data from the database while the interaction of AI and caller was being done. Thanks to TiDB, which has a very fast query response time with very well-known SQL support and easy API integration, ## Accomplishments that i'm proud of I am proud of solving real-world social problems, which can save many people from scam calls and unwanted calls. ## What's next for Spam-Jam The current project is just a demonstration project; I will focus on building a ready-to-use system that can be used worldwide.

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