College Projects Made Easy
Browse high-quality academic projects with complete source code, reports, documentation, presentations, and setup guides.
SRUA helps diploma and engineering students discover complete academic projects across multiple technologies for learning, demonstrations, and educational purposes.
College Project Marketplace
Browse complete academic projects, engineering source code, reports, and step-by-step setup guides ready for final year submissions and course milestones.
RAGSmith - Local RAG Platform
RAGSmith is a fully offline Retrieval-Augmented Generation (RAG) platform engineered for building local AI knowledge assistants. It leverages FastAPI as the high-performance API gateway, FAISS as the in-memory vector similarity search engine, Sentence Transformers for generating dense semantic embeddings from documents, and Ollama to run quantised large language models entirely on your own hardware — no cloud API key required.
HeadMouse - Facial Gesture Control
HeadMouse is an innovative accessibility tool that transforms facial movements and hand gestures into precise cursor control actions — eliminating the need for a physical mouse entirely. The system captures a real-time webcam stream and feeds each frame into MediaPipe FaceMesh, which detects 468 facial landmark coordinates with sub-pixel accuracy.
MediMage - Doctor Appointment Management
MediMage is a full-stack Doctor Appointment Management System built on the industry-standard MERN architecture. The platform provides role-based authentication for both patients and doctors, complete with JWT-secured sessions and bcrypt password hashing. Patients can browse available doctors by specialisation, view real-time availability calendars, and book appointments.
AlumniConnect Portal
AlumniConnect is a comprehensive digital platform that bridges the gap between current students and alumni of educational institutions, fostering a culture of mentorship, peer learning, and career development. Socket.io enables instant messaging, and a matching algorithm pairs students with matching alumni mentors.
FoodBridge - Donation Mapping
FoodBridge is a social impact platform engineered to combat food wastage by creating a real-time bridge between surplus food donors and verified NGOs. Features include Leaflet maps geo-pickup indexing, MongoDB 2dsphere proximity querying, and delivery chain state validation.
Policy Engine
The Policy Engine is a production-grade dynamic rule evaluation system designed for enforcing access control, compliance checks, and automated business logic decisions at runtime. Built with FastAPI and MongoDB, it implements recursive Abstract Syntax Tree (AST) interpreters for dynamic parsing.
Pet Care Portal
Pet Care is a fully functional pet service management platform designed for veterinary clinics and grooming centres. Features veterinary health profiles, vaccination tracking logs, appointment conflict prevention, and receipt billing layouts via React, Express, and MySQL backend services.
YouTube Clone
A pixel-accurate video sharing platform frontend replica constructed entirely using vanilla HTML5, CSS3, and JavaScript. Faithfully reproduces homepage navigation layouts, sidebar toggles, and responsive grid video cards using modern CSS grid/flexbox.
AI Chatbot
An NLP-powered web chatbot interface using a deep neural network intent classifier. User queries are normalized via NLTK tokenization and stemming, converted to Bag-of-Words vectors, and matched with context answers using a TensorFlow DNN model served on a Flask server.
Disease Prediction System
A machine learning healthcare system predicting probable diagnoses based on self-reported symptoms. Built with Pandas and Scikit-Learn, it implements a Random Forest classifier to map symptoms to diseases, providing specialist doctor advisor recommendations.
Movie Recommendation System
A content-based recommender system querying metadata content overlap. It processes movie keywords using TF-IDF vectorizers and builds a cosine similarity matrix to suggest relevant titles via a Streamlit web portal.
Resume Shortlisting System
An Applicant Tracking System (ATS) matching PDF resumes to target job requirements. It implements NLTK text processing, TF-IDF vectorization, and K-Nearest Neighbors (KNN) classification to rank and shortlist matching candidate profiles in Streamlit.
Real-Time Drowsiness Detection System
Detects driver fatigue and yawn patterns in real-time using Dlib facial landmark predictors and computer vision. Tracks eye blink patterns via Eye Aspect Ratio (EAR) and triggers warning alerts using OpenCV and Pygame.
Automatic Number Plate Recognition
A computer vision pipeline localizing and reading license plates in image frames. It preprocesses feeds using Canny edge filters, crops bounding plate regions, and extracts registration texts via Tesseract OCR.
Face Mask Detection
Monitors public spaces for compliance by detecting face masks in real-time video streams. Implements a Caffe face detector to crop faces, and evaluates compliance using a MobileNetV2 TensorFlow classifier.
Plant Disease Detection
CNN-based leaf disease image classifier identifying symptoms and treatment protocols. Curated on PlantVillage datasets, it parses leaf textures via TensorFlow and outputs predictions on a Streamlit frontend.
Hand Gesture Recognition
Translates hand shapes and joint coordinates into digital control events. Tracks 21 finger keypoints via MediaPipe and triggers system-level mouse/action coordinates using custom TensorFlow classifiers.
Restaurant Popularity Predictor
Predicts restaurant popularity levels based on location, cuisine details, and seating coverage. Features Pandas preprocessing, categorical one-hot encoding, and XGBoost regressor estimators.
Virtual Mouse
Controls OS cursor navigation by tracking index finger tip coordinates via webcam streams. Normalizes joint points in MediaPipe and executes pinch clicks and scrolls using PyAutoGUI.
Face Recognition Attendance System
Marks daily logs automatically by detecting and identifying faces at check-in points. Generates 128-point face signature embeddings in face_recognition, maps matches in SQLite, and exports reports.
Complete Project Resources
Find ready-made college projects, academic source code, documentation, reports, and complete project resources for engineering and diploma students.
Academic Projects & Source Code
Complete and error-free repositories
Get fully functional project codebases built with standard industry practices. Easy to import, run, and customize for submissions.
- Clean & Structured Codebases
- Frameworks & Databases Configured
- No Compiling or Runtime Errors
- Easy Customization & Tweaking
Project Reports & Documentation
Comprehensive academic documentation
Get standard-format project report templates, system architecture design diagrams, and software requirements specifications (SRS).
- Complete Project Reports (.docx/.pdf)
- System Architecture & UML Diagrams
- DFDs and ER Diagrams Included
- Academic Format Compliant
Presentations & PPT Resources
Ready-to-use slides for project vivas
Clean, modern presentation slides designed to help you explain your project architecture and execution to teachers and evaluators.
- Ready-to-Present PPT Slides
- Key Architecture Explanations
- Step-by-Step Flow Charts
- Project Viva Q&A Preparation Guides
Running Guides & Setup Instructions
Step-by-step local host execution
Detailed setup guidelines and running videos showing how to install dependencies, configure databases, and launch the projects locally.
- Step-by-Step Text Setup Guides
- Video Demonstration of Run-throughs
- Database Import & Migration Guides
- Environment Setup Assistance
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About SRUA
SRUA is an academic project marketplace created for diploma and engineering students.
Technical Core Matrix
Verified core technologies utilized across the academic project ecosystem.
AI & Machine Learning
Full-Stack Development
Systems & Android Development
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