Financial Market Analysis Platform for Turkish Stock Market Investors

We plan to compare the latest trends of a stock with it's past trends. Also, we will take into account the news and financial environment of the past(and compare it with today's) and try to find the closest time interval in the past, compared to today. By doing that, we plan our users to take a look at the past, to have a more clear idea about the future.

CS491 Senior Design Project I course is the first half of two-semester course that will allow all senior CS students to gain and practice the required abilities and skills in the engineering design process. All students enrolled in the Computer Engineering program at Bilkent University have the opportunity to learn and practice engineering design, through their coursework and, CS491 and CS492 capstone project courses will give a unique opportunity to demonstrate these skills within a team of 3-5 students. CS491-CS492 projects are directed toward an innovative solution to a real and substantial problem. Students need to show their engineering design skills to solve practical and theoretical engineering problems that they will choose and pre-approved by the faculty. Below you can see the key outcomes of this course: Students will gain ability to identify, formulate and find innovative solutions to the open-ended engineering problem that is chosen and will translate their computer science knowledge into new context to design and implement an innovative solution as their capstone project. Students will experience collaborative work environment and will work productively as an individual and in a team on a project that produces a innovative solution to selected problem. Students will improve their project and team management skills, improve the ability to follow directions, instructions and project plans, and improve the ability to organize and use time effectively. Students will show their ability and competency in oral and written communications skills through oral presentations during project presentation, course seminars and technical reports. Students will learn to incorporate appropriate engineering standards while culminating a major engineering design experience which is based on the knowledge and skills acquired in earlier course work. Students will demonstrate and improve their ability to recognize ethical and professional responsibilities, global, cultural, societal, economic and environmental constraints in engineering while implementing their capstone project. Students will learn to do basic budgeting & feasibility Analysis for a start-up idea Students will learn ethics and intellectual property considerations while building a new product or service and learn how to do market competition analysis. Progress and final output of teamwork needs to be presented in both written and oral form during the course. Teams are advised to select complex and challenging subjects so that, they can demonstrate the knowledge and skills that they got from the engineering coursework, to analyze, develop, test, iterate, improve and deliver their design concepts using modeled or simulated artifacts and working prototypes.

We plan to create a Chatbot by using advanced Retrieval Augmented Generation techniques. The chatbot will remember all the past news and other financial events about some companies(selected by us). When a user asks a question, the chatbot will return the up to date information unless the user asks about something in the past. Also, we plan to create a chatbot which is capable of answering multi-hop questions that needs different informations from different news-events.

We are going to analyze finanical news and events in real time and notify the users if something important happens. Also, users will be able to enter what kind of events that they are interested in by entering natural language prompts. So, they will be notified whenever something happens that is important for them.

We are going to make stock predictions using the past stock prices & financial news. We plan to train a machine learning model using the state of the art algorithms and provide predictions to our users.

We will include the Technical Analysis Helper Toolkit, which allows the users to visualize some stock data with different types of charts and perform different kinds of technical analysis in a simple and intuitive way. AI will be injected into that toolkit, which will automatically detect trading patterns, including-but not limited to-the head-and-shoulders pattern, double tops, and more, that will help investors make educated decisions.