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

Popular Projects

Python Projects

• 1. ai-powered financial fraud detection system real time anomaly detection
• 2. ai-based smart energy consumption analyzer and optimization system
• 3. identification of mature level and count of nutmeg using color space segmentation algorithm
• 4. real time food calories estimation in fruit and vegetables using yolo model
• 5. ai based architectural image captioning system for blind students
• 6. deep learning based dog disease detection system using image classification
• 7. gold price prediction using ensemble based machine learning
• 8. predict your dating app match outcomes with ai accuracy
• 9. car sales prediction using machine learning algorithm
• 10. poem summarization using deep learning algorithm

Web Application

• 1. healthcare data analysis for disease prediction using machine learning
• 2. online shopping e-commerce java jsp mysql java project
• 3. e-commerce web application based on mern software
• 4. ai-based student monitoring system for online examinations using machine learning
• 5. real-time iot-based pipeline leak detection and monitoring system
• 6. ai-powered agricultural decision support farmlink
• 7. real time iot air quality monitoring with ml web platform
• 8. ai based image diagnosis of thyroid disorders final year engineering projects
• 9. ai-based smart energy consumption analyzer and optimization system
• 10. automated attendance system using facial recognition

Machine Learning

• 1. ai conversational assistant using natural language processing (nlp) and deep learning
• 2. ai powered breast cancer detection
• 3. tulsi leaf disease detection
• 4. detecting and mitigating clinical errors in electronic health records using deep learning
• 5. e-commerce recommendation engine using machine learning for personalized product suggestions
• 6. spam email detection using machine learning | ai based email spam filter project
• 7. parkinsons detection using machine learning
• 8. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 9. speed read technique using nlp
• 10. artistic image creation using neural style transfer with gan algorithm

Embedded Projects

• 1. a web based e commerce platform for enhancing agricultural supply chain efficiency and transparency
• 2. speed measurement of moving objects using sensor based system
• 3. human following robot using arduino and ultrasonic sensors with free source code
• 4. smart agriculture monitoring system using iot and sensors
• 5. automatic path hole detection and alert system
• 6. medical patient monitoring system with real-time web dashboard with ml
• 7. head gesture movement robot using iot
• 8. waste segregation based on arduino
• 9. smoke detection and alert robot
• 10. automatic accident detection and emergency alert

IoT Projects

• 1. medical patient monitoring system with real-time web dashboard with ml
• 2. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 3. smart home automation system using iot with web and mobile control
• 4. smart irrigation system using esp32 and iot for automated soil moisture monitoring and water management
• 5. iot-based smart bin monitoring system using esp32 and load cell
• 6. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 7. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 8. iot based antenna positioning system
• 9. smart drought detection system using satellite data and real-time ai weather analysis
• 10. iot based borewell rescue mechanism with real time monitoring using esp32

Raspberry Pi Projects

• 1. emotion and stress detection using artificial intelligence
• 2. smart shopping trolley using raspberry pi
• 3. ai based smart health monitoring, sleep analysis fall detection system
• 4. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 5. face fingerprint based bank locker security system using raspberry pi with otp verification
• 6. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi
• 7. railway track error detection robot using gps technology
• 8. military robot for object detection using ai and computer vision
• 9. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 10. ai-powered smart blind stick with object detection, gps & voice support

Java Projects

• 1. online food ordering system java react js mysql java project
• 2. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 3. electricity billing system java swing mysql java project
• 4. online payment fraud detection
• 5. retail customer segmentation with cloud computing colud computing java project
• 6. online resume builder java html css javascript java project
• 7. tour recommender app using cloud resource sharing cloud computing java project
• 8. online tourism management system java mysql java project
• 9. cloud based e-learing portal cloud computing java project
• 10. voice command app with cloud functions cloud computing java project

Electrical Projects

• 1. wireless power transmission using inductive coupling based resonant converter | design & analysis
• 2. battery integrated three-port bidirectional charger for light electric vehicles | g2v & v2g power flow
• 3. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 4. real time battery health and charge monitoring system using machine learning
• 5. flc based pi tuning for direct torque control of three phase induction motor drive
• 6. design and implementation of pv based positive output super lift luo converter fed bldc motor
• 7. design and implementation of a single-phase 15-level inverter with reduced components
• 8. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 9. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 10. design and simulation of nine level switched capacitor multi level inverter

Image Processing

• 1. handloom design generation using generative networks
• 2. fetal abnormalities detection from ultrasound images using deep learning
• 3. automated bone tumor analysis using cnn unet
• 4. ai powered breast cancer detection
• 5. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 6. ai-driven conversational chatbot for laptop and phone recommendations
• 7. banana leaf disease identification using image processing methods
• 8. real time music player control using hand gesture recognition with deep learning algorithm
• 9. deep learning approach for human stress detection using haar cascade
• 10. face mask detection for covid-19 using machine learning

AI Projects

• 1. automated bone tumor analysis using cnn unet
• 2. ai driven crop recommendation based on real time environmental data
• 3. helmet and number plate detection and recognition using yolo model
• 4. mango leaf disease identification & classification using ai
• 5. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 6. deep learning based chronic kidney disease detection using iris imaging
• 7. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 8. heart disease prediction using retinal images
• 9. federated learning-based medical image classification with secure model aggregation
• 10. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online

Data Mining

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

Cloud Computing

• 1. voice command app with cloud functions cloud computing java project
• 2. cloud-enabled complaint tracker cloud computing java project
• 3. cloud based expense tracker system
• 4. cloud based e-learing portal cloud computing java project
• 5. attendance tracker system java mysql java project
• 6. file sharing system with google drive api cloud computing java project
• 7. news aggregator using cloud api cloud computing java project
• 8. data leakage detection system using alteration-based tracking java project
• 9. complete blood bank management system java spring boot react mysql
• 10. email spam deduction system using java

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. instagram clone web application using the mern stack
• 2. facebook clone web application using the mern stack
• 3. online employee booking system for building construction
• 4. music player web application using mern stack
• 5. mern stack chat appilication with translation
• 6. exercise tracker web application using the mern stack
• 7. course-selling web application using the mern stack
• 8. twitter clone using mern stack web application
• 9. event management system web application using mern stack
• 10. e-commerce web application based on mern software

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. bone tumor detection using image processing ai tools
• 2. medical store management system
• 3. virtual bank assistance using artificial intelligent with voice bot for better banking
• 4. car showroom management system
• 5. ride sharing application java spring boot react js mysql java project
• 6. car sales prediction using machine learning algorithm
• 7. rainfall prediction using machine learning
• 8. blood group detection rbc wbc counting and disease detection using an image processing approach and machine learning
• 9. parkinsons detection using machine learning
• 10. key generation for zero steganography using dna sequences

BCA Projects

• 1. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 2. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 3. travel ease you all in one transportation booking companion application
• 4. attendance management system java swing mysql java project
• 5. ai based architectural image captioning system for blind students
• 6. online tourism management system java mysql java project
• 7. english to kannada translation using llm
• 8. online payment fraud detection
• 9. twitter clone using mern stack web application
• 10. deep learning based chronic kidney disease detection using iris imaging

MCA Projects

• 1. travel ease you all in one transportation booking companion application
• 2. ai powered cybersecurity visualization global threats and defense strategies
• 3. human identification from brain eeg signals using advanced machine learning method
• 4. iris detection for eye disease using machine learning and flask web application
• 5. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 6. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 7. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 8. crop prediction using machine learning
• 9. an automated system to limit covid-19 using facial mask detection and cnn
• 10. enterprise payroll management system in java jsp mysql

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. medical patient monitoring system with real-time web dashboard with ml
• 2. ai powered smart helmet with eye tracking and automated emergency services
• 3. fingerprint-based blood group detection system using image processing and machine learning
• 4. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 5. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 6. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 7. smart flood detection and alert system using ml and handheld devices
• 8. ai-based loose screw detection in truck assembly line for quality control
• 9. real time vital sign monitoring using ai enabled wearables
• 10. smart flood alert system for real-time early warnings using handheld devices

Free Final Year Projects