Software development projects are a fundamental part of the software engineer career map. Even if you have the knowledge and skills you need to develop software, it will be of little use if you don’t put your knowledge and expertise to the test. This is why software developers immediately start working on software development projects right after completing their formal education.Working on a live software development project can add some spice to your resume and also establish yourself as an ideal candidate for a software development role.
software development project ideas:
This list of software engineering projects for students is suitable for beginners, and those just getting started in software engineering in general. These software engineering programs have all the practicalities you need to succeed in your career as a software engineering professional. These software engineering programs focus on software engineering algorithms for beginners.This means that it is a perfect algorithm for students and beginners as it does not require a deep understanding of software engineering.
- Image encryption using the AES algorithm
- Weather forecasting system
- Railway tracking and arrival time prediction system
- Opinion mining for social networking platforms
- Fingerprint-based ATM system
- Data leakage detection system
- AI shopping system
- Bug tracker
- Smart health prediction system
- Face detector
- Chatbots
Image encryption using the AES algorithm:
When it comes to communication and image processing systems, the highest level of security should be implemented. Without a reliable and secure system, a great threat to sensitive data arises. Cybercriminals and hackers are always on the lookout for hacks into your sensitive data, and your sensitive data can be compromised.
This project seeks to create an advanced image encryption system using the AES (Advanced Encryption Standard) algorithm to prevent intrusion attacks on image systems and misuse of digital images. The system uses the AES algorithm to encrypt the images, so the images can only be seen by the recipient and the sender. This encryption system is more secure than DES or Triple DES systems.
The Importance of Image Encryption Using the AES Algorithm
- Safe.
- The image is encrypted. Can only be viewed by users with access rights.
- Encryption and decryption are more secure.
- Prevent unauthorized access.
Advantage:
- The image is encrypted using AES and only the sender and recipient know the key, so only the recipient can see the image.
- Images are encrypted using AES, which is more secure than DES or Triple DES.
- The key size is 192 bits, which makes encryption and decryption more secure.
Cons:
- The size of the file you send will be larger as it contains encrypted data.
- Due to the large file size, it may contain important information.
Importance of having a weather forecast system:
- accurate data
- Accurate weather forecasts prevent accidents.
- It supports the economy as it helps users plan their business activities.
- health safety
- portable
- user friendly
- Compatible with various OS such as Android and iOS.
- cost effective
- Support infrastructure security
- Useful for disaster management planning.
Advantage:
- Users can easily know the weather conditions using this system.
- The main benefit of forecasting is that it provides businesses with valuable information that they can use to make decisions about the future of their organization.
Cons:
- The weather forecast by the system is not very accurate.
- The system needs previous data to predict the weather.
Railway tracking and arrival time prediction system:
This project is a railroad tracking system that allows users to retrieve relevant information about train timings, whether they are on time or behind schedule, arrival time at a particular station, etc. This system can track train departure times from stations and transfer this information to the next station.
When the system identifies a delayed train departure from a particular station, it passes the information on to the next station. This project provides real-time train schedule events to multiple subscribing client applications.
This tracking system consists of management modules. The administrator enters all relevant details about the train and arrival times at various stations. This is forwarded to the next station via an internet server. Administrators typically add information such as trains leaving the station, estimated arrivals at the next destination, and train delays.
When the next station receives this data, it automatically selects the data associated with that station and displays the same data on the screen for the user to see. Therefore, when the Mumbai station administrator enters information specific to Delhi station, only the Delhi station system will display that information. Each station master has a unique login ID that can be used to update train arrival times at the station.
The Importance of Having a Rail Tracking and Arrival Time Prediction System
- Real-time display of updates.
- Helps passengers manage their time better.
- remote access
- correct
- user friendly
Advantage:
- The system helps commuters know about train delays and timings.
- The system provides accurate details about trains.
Cons:
- If the train details entered by the administrator are incorrect, the next station system will display incorrect information
- If the network fails, the entire system will not function properly.
Opinion mining for social networking platforms:
This web application uses opinion mining techniques to improve decision making and improve customer experience. This application collects and analyzes various user comments and feedback on social networking platforms (Facebook, Instagram, Twitter, etc.) and classifies them into positive and negative reviews.
Similar to sentiment analysis systems, this application also has a database containing sentiment-based keywords with positive or negative weights. So we analyze the keywords extracted from the user’s comments against the keywords stored in the database. Comments are therefore ranked as good, bad, and worst reviews (based on positive or negative weight).
The administrator updates the database with new relevant keywords. A user can log in to the application and view the status. You can also view topics and comments posted by other users. By clicking on a particular topic or comment, users can express their opinion on that issue. Also read about the top four types of sentiment analysis and where to use them.
Advantage:
- Users can easily share their views on any subject.
- With this app, you can easily judge whether a posted topic is good or bad.
- This application is more convenient for users who like comments.
- The results are good because the system ranks the topics based on the keywords in the database.
Cons:
- The system matches the keywords and opinions in the database. The rest of the words are ignored by the system.
Fingerprint-based ATM system:
This project is a desktop application that uses the user’s fingerprint for authentication. Since each individual has a unique fingerprint, this method of accessing ATMs using fingerprints as a means of authentication is safer and more secure than using ATM cards. Users don’t have to carry their ATM cards with them all the time. You can use your fingerprint to access ATM services.
To use a fingerprint-based ATM system, users must use their fingerprints to log into their accounts. After logging in and providing a unique PIN, you can perform all kinds of banking transactions, from withdrawing cash to transferring money and even viewing your account balance. In addition, users can also check the last 5 transactions from their account.
The Importance of Having a Fingerprint-Based ATM System
- Safer and more secure transactions
- A fingerprint is unique to an individual. Losing your L ATM card is no big deal.
- You don’t have to carry your ATM card with you all the time.
- Non-Transferable Features.
- It helps facilitate transactions everywhere.
Advantage
- Fingerprint-based ATM systems are more secure than ATM cards.
- Users can use their fingerprints to make transactions anytime, anywhere without having to carry around an ATM card.
Cons:
- If the user’s finger pattern is cut or damaged, the system may not recognize the user.
Data leakage detection system:
The main task of data leak detection systems is to detect data leaks and discover their sources. If your organization’s sensitive data is leaked, it can end up on unauthorized devices. This is why it is so important to find the source of data breaches and prevent problems before they occur. An advanced data leak detection system can prevent data from leaking from its original source.
This project is dedicated to designing an improved data breach detection system. The proposition here is to identify data exfiltration by storing data per agent. By leveraging data allocation strategies across various agents, you can quickly track down sources of potential unauthorized leaks.
AI shopping system:
As the name suggests, AI multi-agent shopping systems are shopping assistants, similar to recommendation engines. First, the system is populated with a wide range of product details. When a user registers with the system and searches for a specific product, the system returns results of the most relevant items that match the search terms entered by the user.
As this system is designed to study your search patterns, it also provides curated suggestions for a list of items that are closest to the searched item based on your previous searches and purchase history.
You can register and log in to the AI shopping system with your ID and password. After logging in, users can search for products online, perform custom searches in different product categories, add items to their cart, and select their preferred payment option.
Importance of having an AI shopping system:
- Custom search option
- A data-centric approach
- Improve customer satisfaction
- Enhanced UI
- user friendly
- Customized product recommendations
- easy navigation
Advantage
- The system creates a list of items that best suit the user’s needs.
- The system suggests items that the user is likely to purchase based on previous requirements.
- The system handles multiple users at once and provides accurate results.
Cons
- If the user does not explicitly provide product details, the user will be presented with a product list that is not to their liking.
Bug Tracker:
This is a bug tracking application that helps you identify and track bugs in your project or system. This project has three modules: Admin, Staff, and User.
Admins can log into the app to enter project and staff member details, view user complaints, assign tasks to members, track bug resolution status, and send messages to users. Staff members can log into the app to view bug complaints assigned to them and start working on them. If a member cannot resolve a bug issue, they can forward the issue to another member. As for users, you can view the progress of bug complaints.
The user can also view the details of the same solution plan using the ticket number generated during compliance submission. In this way, bug tracking applications keep the process of monitoring and resolving software bugs transparent and seamless.
Importance of having a bug tracker
- Bugs can be tracked in one central system.
- remove negative externalities
- Track bug content, fixers, and reporters.
- Users can also see if their concerns have been addressed by the team.
- Organizations can take precautions.
- focus more on development
- Increased productivity
Smart health prediction system:
Intelligent health prediction systems can transform the way people manage their health while also connecting them to the nearest health care provider instantly. Patients often do not have access to medical services for one reason or another. Smart health prediction systems aim to solve this problem by enabling patients to receive instant healthcare advice and guidance online from licensed medical practitioners.
Smart Health Prediction App is an online consultation system for users. A vast amount of medical data—symptoms and the diseases or health problems associated with those symptoms—is input into the system. So, when a user enters a medical problem and symptoms, the application uses data mining to dig through the database to find the most accurate match for illness/disease associated with those symptoms.
In addition, the app also provides contact information for various medical professionals and practitioners that patients can easily connect with through the platform.
Importance to have a smart health prediction system:
- Allow users to access their data
- Helps you take effective preventive measures
- data-centric
- Users can receive instant guidance
- associate various symptoms with the disease
- Accurate results
- Helps make better predictions
Face Detector:
The goal is to expand a face detection system. The machine can analyze facial structure by matching it with existing data in the system.
The device uses an algorithm to detect if a face matches existing data in the system. If an error occurs, the machine will report it to the user.
Importance of having a face detector-
- Help protect your device
- Useful for surveillance activities
- Better Tracking of Criminals
- Prevent unauthorized access
- Facilitating automatic identification
Chatbot:
Chatbots are integrated into almost every business today. Designed to mimic human speech. AI develops human-like conversations with users.
Businesses are using chatbots as a feature to improve sales, customer service, and more. It is also responsible for improving customer satisfaction.
The Importance of Chatbots-
- Improve customer satisfaction
- Improving lead generation
- business scalability
- Drive business automation
- cost effective
- valid time
- Improve customer engagement
