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

Popular Projects

Python Projects:-

• 1. speed read technique using nlp
• 2. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 3. smart e-commerce platform with recommendation system
• 4. financial fraud detection with machine learning advanced ai for risk prevention
• 5. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 6. online fuel delivery system
• 7. smart crop yeild prediction based on environmental parameters
• 8. ensemble technique for brain tumor patient survival prediction
• 9. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 10. kidney stone detection and stone analysis using image processing and deep learning

Web Application:-

• 1. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 2. fraud detection system for online transactions
• 3. ai based image diagnosis of thyroid disorders final year engineering projects
• 4. liquor store management system: a spring boot and mysql-based solution
• 5. utilisation of aerial drone images for monitoring applications
• 6. predict your dating app match outcomes with ai accuracy
• 7. detecting mobile malicious webpages in real time
• 8. event detection system using machine learning
• 9. online birth certificate system
• 10. restaurant management system java swing mysql java project

Machine Learning:-

• 1. fraud detection system for online transactions
• 2. automated left atrial segmentation from magnetic resonance image sequences
• 3. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 4. gold price prediction using ensemble based machine learning
• 5. hand gesture recognition and voice conversion system using deep learning
• 6. hiding text in image using steganography with captcha authentication
• 7. depression detection from social network data using machine learning techniques
• 8. real time ai chat-bot using machine learning and flask web application
• 9. machine learning techniques for chronic kidney disease risk prediction
• 10. fetal abnormalities detection from ultrasound images using deep learning

Embedded Projects:-

• 1. esp32 smart energy meter with wireless monitoring and data analytics
• 2. voice controlled four-wheel robot using arduino
• 3. eeg based brain controlled wheelchair for physically challenging person
• 4. voice controlled robot using bluetooth and android smartphone
• 5. smart portable soil tester for agriculture with real-time analysis
• 6. solar panel tracking system for maximum energy efficiency using smart automation
• 7. hand gesture recognition and voice conversation
• 8. fingerprint-based blood group detection system using image processing and machine learning
• 9. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 10. line follower and obstacle avoiding robot using arduino with smart navigation system

IoT Projects:-

• 1. iot based antenna positioning system
• 2. smart flood detection and alert system using ml and handheld devices
• 3. air quality monitoring robot
• 4. smart pet health tracker system
• 5. real time smart irrigation with iot and machine learning
• 6. iot based smart electricity energy meter and theft detection
• 7. collective intelligence-driven analytics with next-generation communication for smart cities
• 8. smart medication management system for elderly people
• 9. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 10. advanced health monitoring system for real time patient tracking

Raspberry Pi Projects:-

• 1. smart transportation in industrial warehouses
• 2. real-time plant irrigation, disease, and animal detection
• 3. face recognition door lock system using raspberry pi
• 4. real-time object detection and masking framework using ai & computer vision
• 5. board security robot using raspberry pi
• 6. eyeball movement based computer cursor control using raspberry pi and opencv
• 7. speech controlled home automation system using raspberry pi
• 8. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 9. ai powered automatic pothole detection and filling system for smart road maintenance
• 10. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi

Java Projects:-

• 1. supermarket billing system java swing mysql java project
• 2. restaurant management system java swing mysql java project
• 3. online payment fraud detection
• 4. cloud based e-learing portal cloud computing java project
• 5. online examination system
• 6. detecting mobile malicious webpages in real time
• 7. voice command app with cloud functions cloud computing java project
• 8. travel ease you all in one transportation booking companion application
• 9. ride sharing application java spring boot react js mysql java project
• 10. automated attendance system using facial recognition

Electrical Projects:-

• 1. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 2. design of lc-cl compensation method for wireless power transfer
• 3. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 4. design and implementation of boost converter for efficient power electronics
• 5. stable all day hydrogen production using pv based system with energy storage and pem electrolysis buy project online final year projects
• 6. design of voltage mode control for flyback converter final year engineering projects in bangalore
• 7. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 8. fuzzy logic control for quadratic boost converter design and performance analysis electrical projects for final year projects
• 9. design of wideband variable gain amplifier for receiver system
• 10. battery integrated three-port bidirectional charger for light electric vehicles | g2v & v2g power flow

Image Processing:-

• 1. sugarcane leaf disease detection and severity estimation based on segmented spots image
• 2. erythrocyte classification using machine learning algorithm
• 3. eeg based health monitoring system for epileptic seizure detection
• 4. early detection system for foot ulceration in diabetic patients using deep learning
• 5. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 6. image cryptography using aes algorithms for secure communication
• 7. south indian sign language detection using hand gesture recognition
• 8. forensic object detection and 3d crime scene visualization
• 9. intelligent vehicle damage assessment and cost estimator insurance
• 10. lung tumor detection using machine learning

AI Projects:-

• 1. utilisation of aerial drone images for monitoring applications
• 2. ai enabled water well predictor using deep learning final year engineering projects
• 3. implementation of recognition model for ancient kannada epigraphs using image processing
• 4. skin prick test wheal detection in 3d image via convolutional neural network
• 5. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 6. ai based realtime disaster management system
• 7. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 8. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 9. real time object detection for adas autonomous driving assistance system
• 10. accurate text detection from natural scene images ai powered ocr best machine learning projects centre

Data Mining:-

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

Cloud Computing:-

• 1. cloud-enabled complaint tracker cloud computing java project
• 2. realtime voting platform java mysql cloud project
• 3. email spam deduction system using java
• 4. file sharing system with google drive api cloud computing java project
• 5. attendance tracker system java mysql java project
• 6. data leakage detection system using alteration-based tracking java project
• 7. encrypted cloud storage system using aes-gcm
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. retail customer segmentation with cloud computing colud computing java project
• 10. cloud based e-learing portal cloud computing java project

VLSI Projects:-

MERN Projects:-

• 1. online employee booking system for building construction
• 2. exercise tracker web application using the mern stack
• 3. event management system web application using mern stack
• 4. music player web application using mern stack
• 5. instagram clone web application using the mern stack
• 6. facebook clone web application using the mern stack
• 7. mern stack chat appilication with translation
• 8. support desk web application using the mern stack
• 9. fruit shop web application using the mern stack
• 10. hospital management system web application using mern stack

Android Projects:-

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

Blockchain Projects:-

• 1. blockchain-based e-voting system using flask and python
• 2. block chain powered cyber risk prediction and insurance platform
• 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. attendance tracker system java mysql java project

Mini Projects:-

• 1. road semantic segmentation in autonomous cars using layer-wise training
• 2. detection of cyber bullying on social media using machine learning
• 3. deep learning model for low light image enhancement for pre processing
• 4. fake product identification system
• 5. advanced traffic sign detection system with artificial intelligence
• 6. flight booking system java html css javascript mysql java project
• 7. real time battery health and charge monitoring system using machine learning
• 8. rainfall prediction using machine learning
• 9. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 10. heart disease prediction using retinal images

BCA Projects:-

• 1. real time object detection for adas autonomous driving assistance system
• 2. iris detection for eye disease using machine learning and flask web application
• 3. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 4. key generation for zero steganography using dna sequences
• 5. tulsi leaf disease detection
• 6. multimodal approach for identification of a person in surveillance camera using ai approach
• 7. filtering abusive text by using machine learning
• 8. real time bangalore traffic monitoring with ai technology
• 9. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 10. braille to text and voice conversion using convolutional neural network

MCA Projects:-

• 1. hand gesture detection for multi language recognition using convolutional neural network
• 2. depression risk management system using machine learning with flask web applications
• 3. automated attendance system using facial recognition
• 4. cnn autoencoder for image compression and reconstruction of remote satellite images/ radar images
• 5. prediction of underwater surface target through using machine learning
• 6. erythrocyte classification using machine learning algorithm
• 7. online quiz system
• 8. attendance management system java swing mysql java project
• 9. chat application in php using my sql
• 10. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-

• 1. test product for meta review