Resume Screening AI Capstone Project (NLP + Python)
Resume screening AI is one of the most common HR capstone proposals in 2026 and one of the most ethically loaded. Panels will ask about bias before they ask about …
Free Projects — 500+ Source Code Downloads for BSIT, BSCS & CSE Students (2026)
itsourcecode.com hosts 500+ free source code projects for BSIT, BSCS, and CSE students — covering capstone projects, mini-systems, and learning exercises in PHP, Python, Java, VB.NET, C#, JavaScript, React, Node.js, Laravel, Android, and more. Every project is downloadable, modifiable, and free for academic use. Pair them with our Chapter 1-5 documentation series to complete your capstone or final-year project end-to-end.
What you’ll find in the Free Projects hub
This hub is organized by programming language and by project type so you can find the right starter quickly:
- Capstone-ready systems — Library Management, Hospital, Hotel, Restaurant, School, ATM, E-commerce, Payroll, Inventory — fully working with database SQL
- Learning exercises — small Python games (Pong, Hangman, Flappy Bird, Pacman), web tutorials, and beginner-friendly source code
- AI-ready capstones — Chatbot, RAG, Image Classification, Crop Disease Detection, LangChain projects with full ML pipelines
- Online compilers — MySQL, Bootstrap, Ruby — practice in-browser without installing anything
- Complete documentation — every project page includes setup instructions, database schema, and UML diagrams where applicable
Featured projects by programming language
Browse curated collections by your preferred stack:
- PHP Projects — Library, Hotel, Hospital, Restaurant management systems in PHP + MySQL (most popular for Philippine BSIT capstones)
- Python Projects — Django web apps, AI/ML capstones, automation scripts, GUI applications
- JavaScript Projects — React, Node.js, vanilla JS web apps, browser games
- Java Projects — NetBeans Swing applications, JavaFX desktop systems, Spring Boot backends
- VB.NET Projects — Windows Forms applications, SQL Server integrations for capstones
- Laravel Projects — Modern PHP framework projects with authentication, REST APIs, and admin dashboards
- Android Projects — Java + Android Studio mobile applications for BSIT mobile capstones
Featured capstone systems with complete source code
These are the most-downloaded capstone projects from our library — proven defendable systems used by hundreds of BSIT graduates:
- Management systems — Library, Hospital, School, Inventory, Payroll, Employee Attendance
- Booking & reservation systems — Hotel, Restaurant, Airline, Bus, Train, Online food ordering
- E-commerce & POS — Online shopping cart, retail point-of-sale, pharmacy management
- AI capstones — Chatbot with NLP, RAG retrieval system, image classification, recommendation engine
- Game development — Pong, Hangman, Flappy Bird, Pacman in Python with PyGame
Each system includes source code, database SQL, setup instructions, and links to relevant UML diagrams. Scroll down to browse the full catalog.
About this Free Projects library
All source code projects on itsourcecode.com are released free of charge under the MIT License (unless otherwise noted) for educational use — including BSIT, BSCS, BSIS, and IT-related capstone projects. You can modify, extend, and use the code commercially. We ask only that you cite the source in your capstone documentation as required by academic integrity standards.
The library is maintained by PIES Information Technology Solutions, a Philippine-based development team. New projects are added monthly. If you need a custom capstone built for your specific defense requirements, see our Hire Us page for development services.
Related collections — go beyond source code
Building a complete capstone takes more than code. Pair our Free Projects with these companion resources:
- Final Year Projects (FYP) Hub — 140+ capstone ideas + Chapter 1-5 documentation templates with examples
- UML Diagrams Library — 300+ free UML diagrams (ER, DFD, Class, Use Case, Activity, Sequence) for capstone documentation
- Chapter 1-5 Writing Series — Step-by-step guides for each capstone chapter with Philippine BSIT-specific examples
- Software Engineer Salary Philippines (2026) — career outlook after graduation
- What is Information Systems — foundational reading for BSIS/BSIT students
Scroll down to browse the full free projects catalog ↓
Sentiment Analysis Capstone Project in Python (Free Source Code)
Sentiment analysis is the most over-attempted NLP capstone in the country. Every batch has at least one group that says “we’re doing sentiment analysis” and every panel mentally rolls their …
Stock Price Prediction Capstone Project (LSTM + Python Source Code)
Stock prediction is one of the most common AI capstone proposals in 2026 and one of the most commonly rejected. The reason is almost always the same. Student walks into …
Medical Diagnosis Capstone Project Using Machine Learning (Python)
Medical ML capstones are a panel-favorite when framed correctly. They’re also a panel-killer when framed wrong. The students who get medical capstones rejected aren’t the ones with weak code. They’re …
Crop Disease Detection Using CNN (Capstone Project + Source Code)
Agri-tech capstones are panel-favorites in 2026. Especially in the Philippines and India, where almost every BSIT student has a relative who farms, or an uncle who lost half a rice …
LangChain Capstone Project in Python (Free Source Code)
LangChain is the easiest way to build a capstone where the LLM doesn’t just answer questions — it actually does things. Searches your documents. Queries your database. Books a calendar …
How to Build a RAG Capstone Project (Step-by-Step with Code)
RAG is the most-approved LLM capstone pattern in 2026. Panels approve it because the engineering is real. Students approve it because once you understand the four steps, it’s not hard. …
Image Classification Capstone Project in Python (CNN + Source Code)
Image classification capstones are some of the most fun to defend. The panel watches you upload a photo, the screen lights up with the correct class and a confidence score, …
Chatbot Capstone Project in Python (Free Source Code + Docs)
Most chatbot capstones we see fail in defense for the same reason. The panel asks “what model did you train?” and the team looks at each other for a second …
MySQL Online Compiler
This open-source and user-friendly Online Compiler allows you to execute MySQL queries online. You can create a table and test the queries with a syntax specific to Mysql.
Bootstrap Online Compiler (Editor & IDE)
Bootstrap Online Compiler – This is a free tool used to write, compile and run your bootstrap code, CSS style, and JS bundle for faster web page development.
Online Ruby Compiler (Interpreter)
Online Ruby Compiler – Try the best online Ruby compiler, interpreter, and editor where you can write, compile and run ruby code online. without installing an IDE on your computer.
How To Make Pong Game In Python Using PyGame
In this tutorial, you can learn on How To Make Pong Game In Python Using PyGame with the help of examples. What is Pong Game In Python? Pong Game is …
Frequently Asked Questions
Are all the projects on itsourcecode.com really free?
Yes. Every project in this hub is free to download, modify, and use — including for BSIT, BSCS, BSIS, and CSE capstone projects. All code is released under the MIT License unless otherwise noted, which means you can also use it commercially. There is no signup, no email gate, and no payment. We do ask that you cite itsourcecode.com in your capstone documentation as required by academic integrity standards, and that you modify the project substantially before submission — panels in 2026 actively check for known capstone codebases.
Which programming language should I choose for my BSIT capstone in 2026?
For Philippine BSIT capstones, PHP + MySQL is the most accessible — lots of local industry demand, easy hosting on shared servers, and panels are familiar with it. Python (Django or Flask) is the best choice if your project includes AI/ML features. Java with NetBeans is preferred by panels emphasizing OOP discipline. VB.NET works for desktop-focused capstones. Laravel is gaining popularity as a modern PHP framework alternative. Choose the language YOU can defend confidently — that matters more than which is "trendy."
Do the project downloads include database files and setup instructions?
Yes. Every project download includes the source code, the database SQL file (typically MySQL or SQL Server), and a README with basic setup instructions. For larger systems we also include screenshots and test credentials. If a project page is missing any of these, leave a comment on that project's article — our team monitors comments daily and updates downloads as needed.
Where can I find UML diagrams to document my project?
Visit our UML Diagrams Library — 300+ free UML diagrams covering ER, DFD, Class, Use Case, Activity, Sequence, Component, and Deployment diagrams for common capstone systems including Library Management, Hotel, Hospital, Restaurant, School, ATM, Payroll, and E-commerce. Each diagram can be downloaded as a reference image and adapted to your specific system's terminology.
How do I write the Chapter 1-5 documentation for these projects?
Use our Chapter 1-5 capstone writing series — step-by-step guides with Philippine BSIT-specific templates and real examples for each chapter: Chapter 1 (Introduction), Chapter 2 (Review of Related Literature), Chapter 3 (Methodology), Chapter 4 (Results and Implementation), and Chapter 5 (Summary, Conclusions, Recommendations). The series pairs perfectly with any project from this hub.
Can I request a custom project that's not in the library?
Yes. PIES Information Technology Solutions offers custom capstone development for Philippine BSIT and BSCS students. We can build complete systems in any of our supported stacks (PHP, Python, Java, VB.NET, Laravel, Android), produce full Chapter 1-5 documentation, and provide consultation for project defense preparation. Pricing depends on project scope. Visit our Hire Us page to request a quote.
What's the difference between this Free Projects hub and the Final Year Projects hub?
This Free Projects hub focuses on the source code itself — downloadable systems organized by programming language and project type. The Final Year Projects (FYP) hub focuses on the academic side — capstone ideas, Chapter 1-5 writing guides, defense preparation, and curated topic lists for AI/IoT/ML/Web projects. Most students use both: pick a project from this hub, then use the FYP hub to write the supporting documentation.