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

Popular Projects

Python Projects:-

• 1. smart vitals for non-invasive disease prediction
• 2. hospital management system
• 3. depression detection from social network data using machine learning techniques
• 4. smart crop yeild prediction based on environmental parameters
• 5. online fresh grocery order system using python flask framework with mysql
• 6. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 7. ai driven crop recommendation based on real time environmental data
• 8. generative ai image restoration for image enhancement and recovery
• 9. real time mock interview evaluation using facial expressions with cnn
• 10. smart parking system with real-time booking application

Web Application:-

• 1. stress detection in it professionals big data using machine learning and flask web application
• 2. smart crop yeild prediction based on environmental parameters
• 3. gym management system using php
• 4. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 5. machine learning based anomaly detection for enhanced cloud security
• 6. twitter clone using mern stack web application
• 7. simple product sales website using html css javascript
• 8. ai powered acoustic event detection for crop protection using bird sound recognition
• 9. restaurant management system java swing mysql java project
• 10. exercise tracker web application using the mern stack

Machine Learning:-

• 1. secure image steganography with captcha authentication for hidden text protection
• 2. tulsi leaf disease detection
• 3. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 4. an automated system to limit covid-19 using facial mask detection and cnn
• 5. face recognition attendance system with opencv ai-based attendance tracker
• 6. detecting and mitigating clinical errors in electronic health records using deep learning
• 7. power consumption monitoring and prediction system using machine learning and flask
• 8. lung tumor detection using machine learning
• 9. automated classification of cervical cancer using machine learning techniques
• 10. machine learning based anomaly detection for enhanced cloud security

Embedded Projects:-

• 1. smart city
• 2. uv sanitizer box
• 3. fingerprint based voting system
• 4. ai-based loose screw detection in truck assembly line for quality control
• 5. obstacle avoiding robot car using arduino
• 6. smart blind stick for enhanced mobility
• 7. gesture based pick and place robot
• 8. smart agricultural robot with iot-based automation for efficient farming
• 9. smart home automation system using iot with web and mobile control
• 10. arduino-based automatic fire protection system with fire detection

IoT Projects:-

• 1. alcohol sensing alert with engine locking system
• 2. smart cleanliness monitoring system using esp32
• 3. ambulance path optimization system and emergency messenger using lora
• 4. iot based motor speed control in rpm
• 5. real-time medical patient monitoring system using esp32 and max30105
• 6. fire detection by using iot
• 7. smart flood alert system for real-time early warnings using handheld devices
• 8. driverless metro train to suttle between station
• 9. medical patient monitoring system with real-time web dashboard with ml
• 10. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture

Raspberry Pi Projects:-

• 1. crowd density detection using ai real-time smart surveillance system
• 2. deep learning based weed detection and plucking
• 3. driver drowsiness detection and robot control system
• 4. smart patient monitoring system using raspberry pi
• 5. real-time plant irrigation, disease, and animal detection
• 6. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 7. ai-based driver safety monitoring system using raspberry pi
• 8. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 9. deep learning based chronic kidney disease detection using iris imaging
• 10. women safety and health monitoring device using iot

Java Projects:-

• 1. crowd sourcing platform for teachers using nlp for task processing
• 2. detecting mobile malicious webpages in real time
• 3. restaurant management system java swing mysql java project
• 4. automated attendance system using facial recognition
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. detecting mobile malicious webpages in real time
• 7. encrypted cloud storage system using aes-gcm
• 8. tour recommender app using cloud resource sharing cloud computing java project
• 9. weather forecating system java jsp mysql java project
• 10. online train ticket booking system java jsp mysql java project

Electrical Projects:-

• 1. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 2. analysis and design of high gain switched capacitor z-source converter
• 3. design and implementation of pv based positive output super lift luo converter fed bldc motor
• 4. power management of hev with hybrid energy storage
• 5. design and implementation of a single-phase boost pfc based on-board ev charger for efficient electric vehicle charging
• 6. top-down mixed-signal design methodology with analog hdl and mixed-signal simulator power system projects mtech
• 7. analysis and design of a single phase multilevel inverter using symmetrical and asymmetrical voltage sources
• 8. design of lc-cl compensation method for wireless power transfer
• 9. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 10. bidirectional converter with dc motor drive for ev | regenerative braking simulation

Image Processing:-

• 1. multimodal biometric system using human signature palm recognition
• 2. face recognition attendance system with opencv ai-based attendance tracker
• 3. key generation for zero steganography using dna sequences
• 4. real time music player control using hand gesture recognition with deep learning algorithm
• 5. real time video captioning using deep learning
• 6. improved slm for papr reduction in ofdm system
• 7. alzheimer disease detection
• 8. breast cancer detection using machine learning and medical imaging
• 9. iris detection for eye disease using machine learning and flask web application
• 10. ai-powered agricultural decision support farmlink

AI Projects:-

• 1. aerial surveillance using satellite images using machine learning
• 2. covid-19 detection using transfer learning
• 3. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 4. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 5. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 6. secured communication of text and audio using image steganography
• 7. predict your dating app match outcomes with ai accuracy
• 8. real time video captioning using deep learning
• 9. real time color detection system using python and opencv
• 10. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore

Data Mining:-

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

Cloud Computing:-

• 1. developing an online banking application with spring boot reactjs and mysql
• 2. complete blood bank management system java spring boot react mysql
• 3. cloud-enabled complaint tracker cloud computing java project
• 4. voice command app with cloud functions cloud computing java project
• 5. encrypted cloud storage system using aes-gcm
• 6. attendance tracker system java mysql java project
• 7. realtime voting platform java mysql cloud project
• 8. data leakage detection system using alteration-based tracking java project
• 9. cloud based e-learing portal cloud computing java project
• 10. news aggregator using cloud api cloud computing java project

VLSI Projects:-

MERN Projects:-

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

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. ai powered cybersecurity visualization global threats and defense strategies
• 2. lung tumor detection using machine learning
• 3. ai based architectural image captioning system for blind students
• 4. deep learning based chronic kidney disease detection using iris imaging
• 5. django e commerce eshop applications
• 6. kidney stone detection and stone analysis using image processing and deep learning
• 7. advanced traffic sign detection system with artificial intelligence
• 8. crop prediction using machine learning
• 9. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 10. spam detection using machine learning algorithm

BCA Projects:-

• 1. fake product identification system
• 2. predict your dating app match outcomes with ai accuracy
• 3. an automated system to limit covid-19 using facial mask detection and cnn
• 4. real time video captioning using deep learning
• 5. image cryptography using aes algorithms for secure communication
• 6. smart phone addiction classification using machine learning
• 7. cyber security for data embedding image decomposition techniques using dwt
• 8. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 9. rainfall prediction using machine learning
• 10. real time fish detection and tracking for smart aquarium

MCA Projects:-

• 1. false-positive-free gsvd-based image watermarking for copyright protection
• 2. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 3. online survey system java mysql java project
• 4. prediction of house prices using machine learning
• 5. ai virtual healthcare chatbot system using deep learning
• 6. crowd sourcing platform for teachers using nlp for task processing
• 7. developing an online banking application with spring boot reactjs and mysql
• 8. retinal blood vessel segmentation using convolutional neural networks and image processing
• 9. real time battery health and charge monitoring system using machine learning
• 10. video and audio deepfake detection using deep learning

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-

• 1. test product for meta review