Top Final Year Engineering Projects & MCA/BCA Project Ideas for 2025 in Pune

Popular Projects

Python Projects:-

• 1. college score based university rank prediction using machine learning and flask web application
• 2. fraud detection system for online transactions
• 3. prediction of wine quality using machine learning algorithms
• 4. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 5. automated left atrial segmentation from magnetic resonance image sequences
• 6. the use of vocal biomarkers from research to clinical practice
• 7. voice-based email system for visually challenged users
• 8. implementation of recognition model for ancient kannada epigraphs using image processing
• 9. prediction of underwater surface target through using machine learning
• 10. gui based secure image steganography using spread spectrum, aes encryption and error correction

Web Application:-

• 1. eeg based health monitoring system for epileptic seizure detection
• 2. django polling system
• 3. online fresh grocery order system using python flask framework with mysql
• 4. ai powered cybersecurity visualization global threats and defense strategies
• 5. cloud-enabled complaint tracker cloud computing java project
• 6. cyber cafe management system
• 7. ai based stress level prediction for it employees using machine learning final year projects
• 8. online birth certificate system
• 9. online quiz system
• 10. secure face-based authentication and message transmission using aes encryption and image steganography

Machine Learning:-

• 1. ai based architectural image captioning system for blind students
• 2. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 3. secure electronic voting using blockchain
• 4. vitamin deficiency detection using image processing and convolution neural network
• 5. advanced traffic sign detection system with artificial intelligence
• 6. intelligent transportation system using face eyes and object detection with ai
• 7. ai-powered blood pressure state classification system
• 8. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 9. spam email detection using machine learning | ai based email spam filter project
• 10. real time mock interview evaluation using facial expressions with cnn

Embedded Projects:-

• 1. iot based railway track crack detection and alert system
• 2. accident detection and alert system using arduino and iot
• 3. gesture based pick and place robot
• 4. line follower and obstacle avoiding cleaning robot
• 5. fingerprint-based blood group detection system using image processing and machine learning
• 6. automatic accident detection and emergency alert
• 7. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 8. controller area network can based vehicle
• 9. arduino based automatic hole punch device using servo motor
• 10. arduino based automatic safety locker system with fingerprint sensor, authentication through otp

IoT Projects:-

• 1. collective intelligence-driven analytics with next-generation communication for smart cities
• 2. automatic toll gate using arduino uno
• 3. iot based whether monitoring and control system
• 4. fire protection system using arduino with smoke and flame detection
• 5. iot based railway track crack detection and alert system
• 6. wearable smart shoe technology for health fitness using iot
• 7. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 8. driverless metro train to suttle between station
• 9. solar powered pick & place robot – efficient robotic automation for industry & agriculture
• 10. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture

Raspberry Pi Projects:-

• 1. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 2. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 3. raspberry pi based secure door lock system using rfid and lcd display
• 4. design and implementation of autonomous car using raspberry pi
• 5. e-secure office using face, fingerprint, password and rfid authentication with raspberry pi
• 6. offline voice assistant using raspberry pi
• 7. smart car surveillance & safety monitoring system using raspberry pi
• 8. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 9. smart transportation in industrial warehouses
• 10. ai-based smart street light automation using raspberry pi

Java Projects:-

• 1. online shopping e-commerce java jsp mysql java project
• 2. real-time sports score board cloud computing java project
• 3. restaurant management system java swing mysql java project
• 4. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 5. cloud based e-learing portal cloud computing java project
• 6. developing an online banking application with spring boot reactjs and mysql
• 7. automated attendance system using facial recognition
• 8. network monitoring system java project
• 9. secure electronic voting using blockchain
• 10. fake product identification system

Electrical Projects:-

• 1. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing
• 2. simulation of flc based hybrid pv-wind-fuel cell sources integrated in dc-microgrid
• 3. single phase differential boost inverter for induction motor drive design and simulation
• 4. design and implementation of a single-phase 15-level inverter with reduced components
• 5. high voltage gain dc-dc boost converter with transformer and active clamp technology
• 6. sliding mode controlled dual active bridge dc-dc converter – design & simulation
• 7. a single stage ac-dc converter with pwm control based dc voltage regulation
• 8. multi level inverter of 7 level using matlab simulink
• 9. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 10. design and implementation of new multilevel inverter topology for trinary sequence using unipolar pulse width modulation

Image Processing:-

• 1. multimodal approach for identification of a person in surveillance camera using ai approach
• 2. breast cancer detection using machine learning and medical imaging
• 3. automated left atrial segmentation from magnetic resonance image sequences
• 4. multimodal biometric system using human signature palm recognition
• 5. advanced traffic sign detection system with artificial intelligence
• 6. face mask detection for covid-19 using machine learning
• 7. ai powered breast cancer detection
• 8. road semantic segmentation in autonomous cars using layer-wise training
• 9. rose plant disease prediction using convolution neural network algorithm
• 10. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks

AI Projects:-

• 1. machine learning based anomaly detection for enhanced cloud security
• 2. helmet and number plate detection and recognition using yolo model
• 3. ai driven crop recommendation based on real time environmental data
• 4. video and audio deepfake detection using deep learning
• 5. intelligent transportation system using face eyes and object detection with ai
• 6. breast cancer detection and classification using convolution neural networks
• 7. ai-powered mental health support system
• 8. multilingual ai-powered mental health chatbot using nlp and deep learning
• 9. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 10. suspicious activity and weapon detection system using ai & deep learning

Data Mining:-

• 1. tour recommender app using cloud resource sharing cloud computing java project

Cloud Computing:-

• 1. news aggregator using cloud api cloud computing java project
• 2. cloud-enabled complaint tracker cloud computing java project
• 3. microservice-based banking application spring boot reactjs mysql cloud project
• 4. complete blood bank management system java spring boot react mysql
• 5. cloud based expense tracker system
• 6. network monitoring system java project
• 7. tour recommender app using cloud resource sharing cloud computing java project
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. file sharing system with google drive api cloud computing java project
• 10. retail customer segmentation with cloud computing colud computing java project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. mern stack chat appilication with translation
• 2. instagram clone web application using the mern stack
• 3. e-commerce web application based on mern software
• 4. online examination system with proctoring
• 5. music player web application using mern stack
• 6. twitter clone using mern stack web application
• 7. hospital management system web application using mern stack
• 8. fruit shop web application using the mern stack
• 9. course-selling web application using the mern stack
• 10. exercise tracker web application using the mern stack

Android Projects:-

• 1. automated attendance system using facial recognition
• 2. covid19 stat app using android app
• 3. bluetooth messenger chat app
• 4. automated attendance system using facial recognition
• 5. android quiz app
• 6. speech to text and text to speech android app
• 7. gym workout maintenance app
• 8. online movie streaming app

Blockchain Projects:-

• 1. blockchain-based e-voting system using flask and python
• 2. attendance tracker system java mysql java project
• 3. a blockchain-powered secure framework for organic agriculture
• 4. microservice-based banking application spring boot reactjs mysql cloud project
• 5. efficient and lightweight blockchain for secure transaction tracking using python
• 6. block chain powered cyber risk prediction and insurance platform

Mini Projects:-

• 1. implementation of recognition model for ancient kannada epigraphs using image processing
• 2. developing an online banking application with spring boot reactjs and mysql
• 3. real time food calories estimation in fruit and vegetables using yolo model
• 4. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 5. hand gesture detection for multi language recognition using convolutional neural network
• 6. english to kannada translation using llm
• 7. fraud detection in finance data using machine learning
• 8. automated left atrial segmentation from magnetic resonance image sequences
• 9. poem summarization using deep learning algorithm
• 10. phishing websites detection using machine learning with flask web application

BCA Projects:-

• 1. early parkinson detection using machine learning ai based diagnosis
• 2. secure electronic voting using blockchain
• 3. automated attendance system using facial recognition
• 4. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 5. crop recommendation
• 6. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 7. an automated system to limit covid-19 using facial mask detection and cnn
• 8. online tourism management system java mysql java project
• 9. ai powered air quality index tracker with python flask and machine learning
• 10. smart phone addiction classification using machine learning

MCA Projects:-

• 1. travel ease you all in one transportation booking companion application
• 2. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 3. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 4. simple product sales website using html css javascript
• 5. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 6. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 7. deep learning model for low light image enhancement for pre processing
• 8. key generation for zero steganography using dna sequences
• 9. real time video captioning using deep learning
• 10. breast cancer detection and classification using convolution neural networks

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 2. ai-based loose screw detection in truck assembly line for quality control
• 3. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 4. fingerprint-based blood group detection system using image processing and machine learning
• 5. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 6. ai powered smart helmet with eye tracking and automated emergency services
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. real time vital sign monitoring using ai enabled wearables
• 9. smart flood detection and alert system using ml and handheld devices
• 10. automatic fault detection and clearing system in electric vehicles

Free Final Year Projects :-