Top Final Year Engineering Projects for BCA, MCA, BE Students in 2025 in Mumbai

Popular Projects

Python Projects:-

• 1. multilingual ai-powered mental health chatbot using nlp and deep learning
• 2. deep learning based dog disease detection system using image classification
• 3. smart surveillance and alert system for weapon detection
• 4. generative ai image restoration for image enhancement and recovery
• 5. child vaccination management system flask web application
• 6. customer support chat bot using natural language processing
• 7. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 8. advanced generative modeling for climate change forecasting and impact evaluation
• 9. bmnet deepfake detection model with bilstm and multi head attention
• 10. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning

Web Application:-

• 1. online tourism management system java mysql java project
• 2. news aggregator using cloud api cloud computing java project
• 3. medical store management system
• 4. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 5. real-time sports score board cloud computing java project
• 6. enterprise payroll management system in java jsp mysql
• 7. attendance management system java swing mysql java project
• 8. real time bangalore traffic monitoring with ai technology
• 9. weather forecating system java jsp mysql java project
• 10. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project

Machine Learning:-

• 1. smart surveillance and alert system for weapon detection
• 2. ai powered chatbot for smart laptop smartphone recommendations
• 3. ai-based cosmetic recommendation system based on skin conditions
• 4. key generation for zero steganography using dna sequences
• 5. wi-fi network intrusion detection: enhanced with feature extraction and machine learning algorithms
• 6. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 7. depression detection from social network data using machine learning techniques
• 8. artistic image creation using neural style transfer with gan algorithm
• 9. ai powered breast cancer detection
• 10. suspicious activity and weapon detection system using ai & deep learning

Embedded Projects:-

• 1. ai crop recommendation by using llm with help of chatbot
• 2. hand gesture recognition and voice conversation
• 3. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 4. build an rfid powered inventory system python flask ml integration
• 5. automatic remote patient monitoring system
• 6. smart canteen
• 7. smart flood detection and alert system using ml and handheld devices
• 8. smart drought detection system using satellite data and real-time ai weather analysis
• 9. arduino-based automatic fire protection system with fire detection
• 10. alcohol sensing alert with engine locking system

IoT Projects:-

• 1. aqi surveillance for smart residences
• 2. fingerprint biometric based attendance system for college using iot
• 3. iot based borewell rescue mechanism with real time monitoring using esp32
• 4. automatic accident detection and emergency alert
• 5. water quality monitoring system using iot for real-time smart water management
• 6. iot based railway track crack detection and alert system
• 7. real time smart irrigation with iot and machine learning
• 8. smart home automation system using iot with web and mobile control
• 9. smart city innovation integrated water and energy metering system
• 10. design and implementation of smart irrigation system and seed sowing machine

Raspberry Pi Projects:-

• 1. emotion and stress detection using artificial intelligence
• 2. identification of mature level and count of nutmeg using color space segmentation algorithm
• 3. ai-based obstacle avoidance robot using raspberry pi and machine learning
• 4. smart irrigation system using ml prediction
• 5. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 6. smart shopping trolley using raspberry pi
• 7. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 8. fire fighting robot using image processing
• 9. ai powered smart helmet with eye tracking and automated emergency services
• 10. real time animal detection

Java Projects:-

• 1. encrypted cloud storage system using aes-gcm
• 2. cloud-enabled complaint tracker cloud computing java project
• 3. developing an online banking application with spring boot reactjs and mysql
• 4. electricity billing system java swing mysql java project
• 5. online payment fraud detection
• 6. cloud based expense tracker system
• 7. real-time sports score board cloud computing java project
• 8. online survey system java mysql java project
• 9. travel ease you all in one transportation booking companion application
• 10. crowd sourcing platform for teachers using nlp for task processing

Electrical Projects:-

• 1. wireless power transmission using inductive coupling based resonant converter | design & analysis
• 2. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 3. design of voltage mode control for multi-output flyback converter
• 4. design and simulation of nine level switched capacitor multi level inverter
• 5. single phase differential boost inverter for induction motor drive design and simulation
• 6. high voltage gain dc-dc boost converter with transformer and active clamp technology
• 7. analysis and design of high gain switched capacitor z-source converter
• 8. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 9. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 10. a new multi-output dc-dc converter for electric vehicle applications using ann control

Image Processing:-

• 1. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 2. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 3. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 4. ai enabled smart energy load prediction system using lstm
• 5. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 6. banana leaf disease identification using image processing methods
• 7. real time video captioning using deep learning
• 8. vitamin deficiency detection using image processing and convolution neural network
• 9. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 10. bone tumor detection using image processing ai tools

AI Projects:-

• 1. federated learning-based medical image classification with secure model aggregation
• 2. ai-based multi-sensor object tracking system for high accuracy and reliability
• 3. ai powered real time crime detection deep learning surveillance solutions
• 4. suspicious activity and weapon detection system using ai & deep learning
• 5. a fast and effective vision enhancement method for single foggy image
• 6. ai powered chatbot for smart laptop smartphone recommendations
• 7. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 8. ai powered breast cancer detection
• 9. human machine collaboration for improved brain computer interface
• 10. power consumption monitoring and prediction system using machine learning and flask

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. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 3. cloud based e-learing portal cloud computing java project
• 4. realtime voting platform java mysql cloud project
• 5. tour recommender app using cloud resource sharing cloud computing java project
• 6. complete blood bank management system java spring boot react mysql
• 7. network monitoring system java project
• 8. retail customer segmentation with cloud computing colud computing java project
• 9. encrypted cloud storage system using aes-gcm
• 10. cloud based expense tracker system

VLSI Projects:-

MERN Projects:-

• 1. e-commerce web application based on mern software
• 2. music player web application using mern stack
• 3. online examination system with proctoring
• 4. support desk web application using the mern stack
• 5. fruit shop web application using the mern stack
• 6. event management system web application using mern stack
• 7. online employee booking system for building construction
• 8. twitter clone using mern stack web application
• 9. hospital management system web application using mern stack
• 10. exercise tracker web application using the mern stack

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. key generation for zero steganography using dna sequences
• 2. ai powered autism detection using facial expression and eye tracking
• 3. lung tumor detection using machine learning
• 4. ride sharing application java spring boot react js mysql java project
• 5. plant leaf disease detection using flask ai powered web applications
• 6. early detection system for foot ulceration in diabetic patients using deep learning
• 7. real time mock interview evaluation using facial expressions with cnn
• 8. brain tumor detection using eeg wave patterns
• 9. multimodal approach for identification of a person in surveillance camera using ai approach
• 10. weather forecating system java jsp mysql java project

BCA Projects:-

• 1. ai powered autism detection using facial expression and eye tracking
• 2. ai based stress level prediction for it employees using machine learning final year projects
• 3. predict your dating app match outcomes with ai accuracy
• 4. supply chain management system java swing mysql java project
• 5. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 6. eyeball movement based computer cursor control using raspberry pi and opencv
• 7. an automated system to limit covid-19 using facial mask detection and cnn
• 8. hospital management system
• 9. identification of mature level and count of nutmeg using color space segmentation algorithm
• 10. real time object detection for adas autonomous driving assistance system

MCA Projects:-

• 1. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 2. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 3. secured communication of text and audio using image steganography
• 4. handloom design generation using generative networks
• 5. the use of vocal biomarkers from research to clinical practice
• 6. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 7. a fast and effective vision enhancement method for single foggy image
• 8. car showroom management system
• 9. filtering abusive text by using machine learning
• 10. gold price prediction using ensemble based machine learning

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. smart flood alert system for real-time early warnings using handheld devices
• 2. real time vital sign monitoring using ai enabled wearables
• 3. smart drought detection system using satellite data and real-time ai weather analysis
• 4. ai-based loose screw detection in truck assembly line for quality control
• 5. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 6. medical patient monitoring system with real-time web dashboard with ml
• 7. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 8. automatic fault detection and clearing system in electric vehicles
• 9. fingerprint-based blood group detection system using image processing and machine learning
• 10. smart flood detection and alert system using ml and handheld devices

Free Final Year Projects :-

• 1. test product for meta review