.NET 9 Project idea | recommendation system

.NET 9 Project idea | recommendation system | Powered By AI

Today, we will talk about designing a recommendation system. I mean to discuss a project that can be built around a recommendation system, and with the help of AI, you can further enhance your business growth. For example, suppose you run a pizza shop, and people come from faraway places to eat your pizza, some even from other cities. Today, we will focus on those customers.

We can create a software application that sends item recommendations to customers based on their order history. Let me explain in detail: Suppose your pizza shop is in a city in America, and today, 5 people from another city come to eat pizza. When you prepare their bill, you can save their phone numbers in your database. Along with their phone numbers, you can also save their order details and the ratings they provided. This is the basic functionality of a regular application that manages customer orders.

Now, let’s talk about the recommendation system. Suppose one of these customers lives within a 5-kilometer range of your shop, and you have installed smart cameras that can read car license plate numbers and fetch their details. If any matching details are found in your database, you can send them a message about menu items based on their previous ratings.

This can encourage the customer to return to your shop and place another order, thereby increasing your sales. Initially, you may need to invest a bit more in installation, but I believe this would be a one-time investment.

To implement this, you need to develop an OCR application that can read the customer's car number plate and save it in the database in real time. For this, you can also use SignalR to enable real-time communication.

How did you like these ideas? Please let me know in the comments. If you want to develop such an application, you can also take my help. I can develop such applications in .NET 9.

Comments

Do Top 5 Projects with the help of AI using .NET

As we all know, .NET 9 was released on November 12, 2024, packed with numerous exciting features, including a dedicated AI integration. Now, we can seamlessly connect existing LLMs (Large Language Models) to our projects in a remarkably simple way. After watching the .NET Conf, countless ideas started forming in my mind that I can’t even describe. Using this feature is incredibly straightforward. Today, I’ll share 5 project ideas you can create with its help. 1. AI Dashboard Design Let’s start with AI-based dashboards. If you run a product-based company and feel the need for multiple developers to manage dashboards, AI can handle this task alone. However, this specifically applies to admin dashboards. Here's what you need to do: First, register the LLM Model in your program file. Before that, sign up with an LLM provider (e.g., Open AI) and generate an API key, which is very easy to do. In this article, I’ll guide you through using Open AI. .NET 9 introduces a new feature called I...

Lets get started with AI

This is my first article on this blog, but I assure you that you are going to love it. If you are deeply interested in AI, then this is the perfect blog for you. In this blog, we will explore many new insights, such as what we can achieve with the help of AI. That's why I named this blog Do with AI. Since I am a .NET software engineer, I registered it with a .NET domain instead of a .com domain. After reading this blog, regardless of the field you're in, you will discover ways to enhance your performance. If we integrate AI with our current field, we can achieve a lot more, and that too at a faster pace. When you think about AI, what's the first thing that comes to your mind? It's likely the idea of having something that makes your work even easier and more efficient. As a software engineer, I often think about creating an AI program that can automatically detect and resolve bugs whenever they occur, allowing me to focus solely on my tasks. An AI that schedules my impo...

doaiwith.net

Search This Blog