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

Popular Projects

Python Projects:-

• 1. automated bone tumor analysis using cnn unet
• 2. inventory management system
• 3. filtering abusive text by using machine learning
• 4. rainfall prediction using machine learning
• 5. smart surveillance and alert system for weapon detection
• 6. face recognition attendance system with opencv ai-based attendance tracker
• 7. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 8. parkinsons detection using machine learning
• 9. real time battery health and charge monitoring system using machine learning
• 10. on-screen monitoring system using federated learning and machine learning

Web Application:-

• 1. power consumption monitoring and prediction system using machine learning and flask
• 2. online resume builder java html css javascript java project
• 3. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 4. online tourism management system java mysql java project
• 5. blockchain-based e-voting system using flask and python
• 6. spring boot-based hospital management system for efficient healthcare operations
• 7. twitter clone using mern stack web application
• 8. ai-based cosmetic recommendation system based on skin conditions
• 9. multilingual ai-powered mental health chatbot using nlp and deep learning
• 10. liquor store management system: a spring boot and mysql-based solution

Machine Learning:-

• 1. automated left atrial segmentation from magnetic resonance image sequences
• 2. smart attendance management system
• 3. ensemble of pneumonia detection using machin learning
• 4. smart crop yeild prediction based on environmental parameters
• 5. ai chat bot for college departments
• 6. brain tumor detection using eeg wave patterns
• 7. spam detection using machine learning algorithm
• 8. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 9. parkinsons detection using machine learning
• 10. early parkinson detection using machine learning ai based diagnosis

Embedded Projects:-

• 1. head gesture movement robot using iot
• 2. soil monitoring system for real-time moisture level and mineral content detection
• 3. smart flood alert system for real-time early warnings using handheld devices
• 4. eeg based brain controlled wheelchair for physically challenging person
• 5. smart home automation system using iot with web and mobile control
• 6. emg-based brain controlled electric vehicle system
• 7. real time iot air quality monitoring with ml web platform
• 8. arduino based automatic safety locker system with fingerprint sensor, authentication through otp
• 9. gesture based pick and place robot
• 10. dtmf controlled robotic vehicle

IoT Projects:-

• 1. iot based smart army uniform
• 2. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 3. smart agriculture monitoring system using iot and sensors
• 4. iot based smart helmet
• 5. smart washroom management using iot for automated hygiene monitoring, water conservation
• 6. air quality monitoring robot
• 7. alcohol sensing alert with engine locking system
• 8. iot based moveable road divider using blynk app
• 9. smart greenhouse monitoring and control using iot and predictive analytics
• 10. fingerprint biometric based attendance system for college using iot

Raspberry Pi Projects:-

• 1. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 2. raspberry pi based secure door lock system using keypad and lcd display
• 3. smart transportation in industrial warehouses
• 4. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi
• 5. fire fighting robot using image processing
• 6. iot android app controlled based pole climbing robot
• 7. ai based smart health monitoring, sleep analysis fall detection system
• 8. crowd density detection using ai real-time smart surveillance system
• 9. smart iot leaf disease detection robot with automated pesticide prediction
• 10. deep learning based chronic kidney disease detection using iris imaging

Java Projects:-

• 1. cloud-enabled complaint tracker cloud computing java project
• 2. car showroom management system
• 3. flight booking system java html css javascript mysql java project
• 4. complete blood bank management system java spring boot react mysql
• 5. online payment fraud detection
• 6. online tourism management system java mysql java project
• 7. data leakage detection system using alteration-based tracking java project
• 8. email spam deduction system using java
• 9. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 10. weather forecating system java jsp mysql java project

Electrical Projects:-

• 1. wireless energy transfer on road for electrical vehicles
• 2. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids
• 3. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 4. power management of hev with hybrid energy storage
• 5. a single-phase boost pfc based on-board ev charger
• 6. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 7. design and simulation of pv standalone inverter with battery energy storage system
• 8. design and implementation of boost converter for efficient power electronics
• 9. analysis and design of a single phase multilevel inverter using symmetrical and asymmetrical voltage sources
• 10. design of wideband variable gain amplifier for receiver system

Image Processing:-

• 1. osteoporosis detection and classification using deep learning algorithm
• 2. ai-powered cybersecurity using python ml and dl to tackle global threats
• 3. braille to text and voice conversion using convolutional neural network
• 4. implementation of recognition model for ancient kannada epigraphs using image processing
• 5. deep learning-based dementia detection system using medical data
• 6. real time food calories estimation in fruit and vegetables using yolo model
• 7. ai-driven conversational chatbot for laptop and phone recommendations
• 8. crop anomaly detection using cnn and camouflage object detection
• 9. efficient classification and grading of mangoes with ganfis algorithm
• 10. forensic object detection and 3d crime scene visualization

AI Projects:-

• 1. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 2. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 3. multimodal approach for identification of a person in surveillance camera using ai approach
• 4. real-time facial emotion detection using cnn and deep learning
• 5. financial fraud detection with machine learning advanced ai for risk prevention
• 6. ai powered cybersecurity visualization global threats and defense strategies
• 7. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 8. gui based secure image steganography using spread spectrum, aes encryption and error correction
• 9. artistic image creation using neural style transfer with gan algorithm
• 10. multimodal biometric system based on human signature and palm image

Data Mining:-

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

Cloud Computing:-

• 1. email spam deduction system using java
• 2. cloud based e-learing portal cloud computing java project
• 3. attendance tracker system java mysql java project
• 4. cloud based expense tracker system
• 5. network monitoring system java project
• 6. voice command app with cloud functions cloud computing java project
• 7. cloud-enabled complaint tracker cloud computing java project
• 8. microservice-based banking application spring boot reactjs mysql cloud project
• 9. developing an online banking application with spring boot reactjs and mysql
• 10. realtime voting platform java mysql cloud project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

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

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. secure image steganography with captcha authentication for hidden text protection
• 2. deep learning model for low light image enhancement for pre processing
• 3. online payment fraud detection
• 4. mern stack chat appilication with translation
• 5. employee management system using php javascript project
• 6. data visualization system java swing mysql java project
• 7. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 8. detection of cyber bullying on social media using machine learning
• 9. prediction of wine quality using machine learning algorithms
• 10. weather forecating system java jsp mysql java project

BCA Projects:-

• 1. online shopping e-commerce java jsp mysql java project
• 2. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 3. osteoporosis detection and classification using deep learning algorithm
• 4. iris detection for eye disease using machine learning and flask web application
• 5. cyber cafe management system
• 6. identification of mature level and count of nutmeg using color space segmentation algorithm
• 7. skin prick test wheal detection in 3d image via convolutional neural network
• 8. artistic image creation using neural style transfer with gan algorithm
• 9. online job portal
• 10. online survey system java mysql java project

MCA Projects:-

• 1. a unified home service platform
• 2. financial fraud detection with machine learning advanced ai for risk prevention
• 3. inventory management system html java mysql
• 4. kidney stone detection and stone analysis using image processing and deep learning
• 5. filtering abusive text by using machine learning
• 6. online dj booking management system
• 7. supermarket billing system java swing mysql java project
• 8. bone tumor detection using image processing ai tools
• 9. brain tumor detection using eeg wave patterns
• 10. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 2. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 3. smart flood alert system for real-time early warnings using handheld devices
• 4. smart drought detection system using satellite data and real-time ai weather analysis
• 5. ai-based loose screw detection in truck assembly line for quality control
• 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. ai powered smart helmet with eye tracking and automated emergency services
• 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 :-