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• Building simple LLM projects is a practical way to show AI skills on resumes or college applications
• Tools like chatbots, SQL generators, and summarizers are great for learning and solving real problems
• Sharing finished projects on GitHub with demos helps attract attention from recruiters and educators
Large Language Models (LLMs), such as ChatGPT and Claude, have revolutionized how people write, code, and search online. For students and beginners interested in AI, building real projects using LLMs is one of the best ways to learn and show skills. These 10 project ideas are simple to start with, but also impressive enough to add to a portfolio or resume.
This project assists in responding to class notes or textbook questions. For instance, uploading a science chapter and asking, "What is photosynthesis?" provides the most accurate answer from the uploaded document. It is such a smart study partner.
This is a tool that converts simple English queries into database queries. Let's take the example of typing "List all customers from Delhi," and it provides the right SQL code. It can be helpful to learn both AI and databases.
Sometimes code appears messy without good comments. This tool reads the code and generates clear comments explaining the purpose of each section. It is helpful when working on group projects or when pushing code to GitHub.
This chatbot is able to converse like a friend, teacher, or even a customer service representative. It keeps track of previous messages and responds in an informative manner. Having various personalities incorporated can render the bot light-hearted or serious, based on the task.
This application can read lengthy legal, medical, or news texts and provide brief, simple summaries. It is a time-saver and very useful for students or working professionals handling lengthy texts.
This software generates a resume or cover letter by using some general information and comparing it to a job specification. It assists individuals who are unsure of what to include when looking for a job.
This software operates within a code editor and assists by providing suggestions, correcting errors, or describing functions. It is like an intelligent coding assistant and facilitates program writing at a quicker and simpler pace.
This is a tool that gathers news from websites or social media and identifies what is being discussed most. It benefits students with an interest in journalism, marketing, or content production.
This tool reads text and identifies names, locations, dates, and business names. It is convenient for sorting data in research papers or newspapers. It also assists in understanding text processing in AI.
This tool can translate a program done in one language, such as Python, into another language, like Java or C++. It is convenient for students mastering new programming languages.
These projects show that someone not only understands AI but also knows how to use it to solve real problems. Companies and colleges want to see proof of practical skills. Even simple tools that work well can be impressive.
Starting with easy projects like a chatbot or summary tool can build confidence. Later, more complex ideas like code translators or SQL generators can be tried. Posting these projects on GitHub with screenshots or demo videos can make them easier to share during interviews or applications. In 2025, having experience with LLMs is a big advantage. These projects are a smart way to learn, practice, and get noticed.
