Software Projects for Final Year Students (CSE, IT, MCA)
Choose from software projects across AI, machine learning, Generative AI, AI agents, full stack development, cloud computing, cyber security, networking and data science. Each project is mentored by our team in Chennai.
Software project kits include source code, a project report, PPT for your review, and demo support. Projects suit CSE, IT, AI & DS, BCA and MCA students and can be customised to your college requirements.
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129 Software Projects
AI-Based Crop Disease Detection using CNN
A convolutional neural network trained on leaf-image datasets classifies 12 common crop diseases from a phone camera photo with 94% accur…
View project →AI & ML · IntermediateFake News Detection using NLP and Machine Learning
Combines TF-IDF feature extraction with a passive-aggressive classifier to flag misleading news headlines and articles, achieving 91% pre…
View project →AI & ML · BeginnerStudent Performance Prediction using ML Regression Models
Analyses attendance, assignment scores and study-hour survey data to predict semester GPA using linear and random-forest regression, help…
View project →AI & ML · IntermediateAI Chatbot for College Admission Enquiry Automation
An intent-classification chatbot trained on historical admission FAQs handles course, fee and eligibility queries around the clock, reduc…
View project →AI & ML · AdvancedCredit Card Fraud Detection using Ensemble Learning
Handles extreme class imbalance in transaction data using SMOTE and an XGBoost ensemble, catching fraudulent transactions with a recall o…
View project →Computer Vision · IntermediateReal-Time Driver Drowsiness Detection using OpenCV
Tracks eye-aspect-ratio and yawning frequency from a dashboard camera feed to detect driver fatigue, sounding a buzzer alert before a mic…
View project →Computer Vision · IntermediateAutomatic Number Plate Recognition for Toll Automation
Detects and reads vehicle number plates from live camera footage using contour detection and OCR, auto-logging entries for a contactless …
View project →Computer Vision · BeginnerFace Mask Detection and Access Control System
A CNN-based classifier checks for correct mask usage at an entry point via a live camera feed and drives a servo-operated gate that opens…
View project →Computer Vision · AdvancedCrowd Density Estimation using Deep Learning
A density-map regression network estimates headcounts from CCTV footage in real time, flagging overcrowding zones for event and campus sa…
View project →Full Stack Python · IntermediateAI-Powered Resume Screening Portal using Django and Machine Learning
A recruiter-facing portal that parses uploaded resumes with NLP, scores candidates against a job description using TF-IDF similarity, and…
View project →Full Stack Python · IntermediateReal-Time Hospital Bed Management System using Flask and PostgreSQL
Tracks ICU, general and emergency bed occupancy across departments in real time, letting admin staff allot beds instantly and administrat…
View project →Full Stack Python · AdvancedOnline Court Case Management System with Python-Django Full Stack
Digitises case filing, hearing scheduling and document management for district courts, with role-based access for judges, clerks and advo…
View project →Full Stack Python · IntermediateE-Learning Platform with Adaptive Quiz Engine using Django REST Framework
Delivers course content alongside an adaptive quiz engine that adjusts question difficulty based on learner performance in real time, imp…
View project →Full Stack Python · BeginnerCrowdfunding Platform for Social Causes using Python Full Stack
Enables verified NGOs to list fundraising campaigns with milestone-based fund release, integrating a payment gateway and transparent dono…
View project →Full Stack Python · IntermediateSmart Attendance and Payroll Management System using Django
Combines biometric attendance capture with automated payroll computation, applying configurable leave and overtime rules to generate mont…
View project →Full Stack Python · AdvancedMulti-Vendor E-Commerce Marketplace using Django and React
A marketplace platform supporting independent vendor storefronts, commission-based order splitting and a unified checkout, built with a D…
View project →Full Stack Python · BeginnerBlood Bank Management and Donor Matching System using Flask
Matches blood requests to nearby eligible donors by blood group and last-donation date, sending automated SMS alerts to donors and tracki…
View project →Full Stack Python · IntermediateReal Estate Property Listing Portal with Recommendation Engine (Django)
Recommends properties to buyers using a content-based filtering model on budget, location and amenity preferences, alongside an agent das…
View project →Full Stack Python · AdvancedFreelance Job Marketplace Platform using Python Full Stack (Django + PostgreSQL)
Connects freelancers and clients through skill-matched job postings, milestone-based escrow payments and an in-app messaging system, mode…
View project →Full Stack Java · AdvancedHospital Management System using Spring Boot and Angular
A full hospital workflow suite covering patient registration, doctor scheduling, billing and pharmacy inventory, built on a Spring Boot m…
View project →Full Stack Java · IntermediateBank Loan Approval System using Java Full Stack (Spring Boot + React)
Automates loan eligibility scoring using a rule-engine layered on applicant credit and income data, routing borderline cases to human und…
View project →Full Stack Java · AdvancedOnline Examination Portal with Proctoring using Spring Boot
Delivers timed online exams with webcam-based tab-switch and face-presence proctoring, auto-grading objective sections and flagging suspi…
View project →Full Stack Java · IntermediateInventory and Warehouse Management System using Java Full Stack
Tracks multi-warehouse stock movement with barcode scanning, low-stock threshold alerts and automated purchase-order generation, reducing…
View project →Full Stack Java · BeginnerEmployee Performance Appraisal System using Spring Boot and MySQL
Digitises the 360-degree appraisal cycle with self, peer and manager review forms, auto-computing weighted performance scores and generat…
View project →Full Stack Java · AdvancedCourt Case Tracking System using Java Spring Boot and Angular
Provides litigants and advocates a unified view of case status, next-hearing dates and order uploads, with role-based dashboards secured …
View project →Full Stack Java · IntermediateOnline Ticket Reservation System using Java Full Stack (Spring Boot + React)
Handles concurrent seat-booking for bus and event tickets with a pessimistic-locking strategy to prevent double-booking, plus a React sea…
View project →Full Stack Java · AdvancedInsurance Policy Management Portal using Spring Boot Microservices
Splits policy issuance, claims processing and premium billing into independently deployable Spring Boot microservices, coordinated throug…
View project →Full Stack Java · BeginnerLibrary Management System with Fine Automation using Java Full Stack
Automates book issue, return and fine calculation with overdue email reminders, and a searchable catalogue with real-time availability st…
View project →Full Stack Java · IntermediateMunicipal Grievance Redressal Portal using Spring Boot and Angular
Lets citizens log civic complaints with geo-tagged photos, auto-routes them to the responsible municipal department, and tracks resolutio…
View project →Web Development · BeginnerProgressive Web App for Local Business Directory using React
An installable, offline-capable PWA that lists nearby businesses by category with geolocation search, service-worker caching and push-not…
View project →Web Development · AdvancedReal-Time Collaborative Document Editor using MERN Stack
Multiple users co-edit documents with live cursors and conflict-free merging using operational transformation over WebSockets, backed by …
View project →Web Development · IntermediatePortfolio and Freelance Booking Platform using Next.js
Lets freelancers publish SEO-optimised portfolios with server-side rendering and accept booking requests through an integrated calendar a…
View project →Web Development · BeginnerRestaurant Table Reservation and Ordering System (MERN)
Combines table booking with QR-code table-side ordering, streaming order status to the kitchen display in real time and reducing average …
View project →Web Development · IntermediateEvent Management and Ticketing Website using MEAN Stack
Organisers create events with tiered ticket pricing and QR-based check-in scanning, while attendees purchase and manage tickets through a…
View project →Web Development · AdvancedOnline Voting System with OTP Verification using MERN Stack
Secures one-vote-per-voter integrity using OTP-based mobile verification and encrypted ballot storage, with a live, tamper-evident result…
View project →Web Development · IntermediateJob Portal with Resume Parser using MERN Stack
Automatically extracts skills, experience and education from uploaded resumes to auto-fill candidate profiles and match them against recr…
View project →Web Development · IntermediateReal Estate Listing Website with Interactive Map Search (Next.js)
Buyers filter and explore property listings on an interactive map with radius-based search, saved searches and price-drop email alerts po…
View project →Web Development · BeginnerCommunity Volunteering Platform using MERN Stack
Matches volunteers to NGO-listed opportunities by skill and availability, tracking logged volunteer hours and generating verified partici…
View project →Web Development · AdvancedSubscription-Based News Portal using Next.js and Headless CMS
Delivers a paywalled news experience with tiered subscriptions, server-side rendering for SEO and a headless CMS newsroom workflow for ed…
View project →AI Agent · AdvancedAutonomous AI Agent for Customer Support Ticket Resolution
An LLM-driven agent triages incoming support tickets, retrieves relevant knowledge-base articles, and either auto-resolves common issues …
View project →AI Agent · IntermediateAI Agent for Automated Software Bug Triage and Assignment
Reads incoming bug reports, classifies severity and module ownership using an LLM prompt-chain, and auto-assigns tickets to the right eng…
View project →AI Agent · IntermediateMulti-Tool AI Agent for Personal Finance Management
A conversational agent connects to bank statement exports and budgeting tools to categorise spending, flag unusual transactions and answe…
View project →AI Agent · BeginnerAI Agent for Automated Meeting Scheduling and Follow-Up
Negotiates meeting times across participants' calendars via email, books the slot automatically, and sends AI-generated follow-up summari…
View project →AI Agent · AdvancedAutonomous AI Agent for E-Commerce Price Monitoring and Negotiation
Continuously scrapes competitor pricing, recommends dynamic price adjustments within merchant-set guardrails, and can auto-negotiate bulk…
View project →AI Agent · IntermediateAI Agent for Automated Resume Screening and Interview Scheduling
Screens incoming applications against a job description, ranks candidates by fit score, and autonomously coordinates interview slots with…
View project →AI Agent · IntermediateAI Agent for IT Helpdesk Ticket Auto-Resolution
Resolves common IT requests — password resets, access requests, software installs — end-to-end by executing pre-approved scripts through …
View project →AI Agent · AdvancedAutonomous Research Assistant AI Agent for Literature Review
Searches academic databases, summarises relevant papers and synthesises a structured literature review with citations on a given research…
View project →AI Agent · BeginnerAI Agent for Automated Social Media Content Scheduling
Generates on-brand social captions and images from a content calendar brief, schedules posts across platforms and reports engagement metr…
View project →AI Agent · AdvancedAI Agent for Supply Chain Inventory Reordering Automation
Monitors stock levels against demand forecasts and autonomously places reorder requests with preferred suppliers when thresholds are brea…
View project →Agentic AI · AdvancedAgentic AI Framework for Multi-Step Business Process Automation
Orchestrates a chain of specialised agents — planner, executor and verifier — to complete multi-step business workflows like invoice-to-p…
View project →Agentic AI · AdvancedAgentic AI System for Autonomous Software Testing and Bug Fixing
A multi-agent pipeline generates test cases, executes them against a codebase, diagnoses failures and proposes patch commits for review, …
View project →Agentic AI · IntermediateMulti-Agent Collaborative System for Enterprise Report Generation
Delegates data-gathering, analysis and narrative-writing to separate cooperating agents that hand off intermediate results, producing pol…
View project →Agentic AI · AdvancedAgentic AI for Autonomous Data Pipeline Orchestration
Monitors data pipeline health, autonomously diagnoses failed ETL jobs, and re-triggers or reroutes tasks using an agent that reasons over…
View project →Agentic AI · IntermediateAgentic AI-Based Personal Productivity Orchestrator
Coordinates task planning, email triage and calendar management through cooperating agents that negotiate priorities and surface a daily …
View project →Agentic AI · AdvancedMulti-Agent System for Autonomous Market Research and Analysis
Deploys specialised research, competitor-analysis and summarisation agents that collaborate to produce a structured market research repor…
View project →Agentic AI · IntermediateAgentic AI for End-to-End Recruitment Process Automation
Chains sourcing, screening, interview-scheduling and offer-drafting agents into a single autonomous recruitment pipeline, with a human-in…
View project →Agentic AI · AdvancedAutonomous Multi-Agent System for Smart City Traffic Coordination
Simulates cooperating traffic-signal agents that share congestion state across intersections and jointly optimise green-light timing to r…
View project →Agentic AI · AdvancedAgentic AI Framework for Automated Financial Portfolio Rebalancing
Continuously evaluates portfolio drift against target allocation and autonomously executes rebalancing trades within configured risk limi…
View project →Agentic AI · IntermediateMulti-Agent Orchestration System for Customer Onboarding Automation
Coordinates document verification, account provisioning and welcome-communication agents to onboard new customers end-to-end, reducing av…
View project →Cloud Computing · AdvancedAuto-Scaling Web Application Deployment on AWS using Kubernetes
Deploys a containerised web application on Amazon EKS with horizontal pod autoscaling driven by real-time CPU and request-rate metrics, s…
View project →Cloud Computing · IntermediateServerless File Processing Pipeline using AWS Lambda and S3
Automatically triggers Lambda functions on S3 file uploads to validate, transform and archive documents, eliminating dedicated server inf…
View project →Cloud Computing · AdvancedCloud-Based Disaster Recovery System using Multi-Region Replication
Implements automated cross-region database replication and failover for a mission-critical application, achieving a recovery time objecti…
View project →Cloud Computing · IntermediateCost-Optimized Multi-Cloud Resource Management Dashboard
Aggregates billing and utilisation data across AWS, Azure and GCP into a single dashboard, flagging idle resources and recommending right…
View project →Cloud Computing · AdvancedCI/CD Pipeline Automation for Microservices using AWS DevOps Tools
Builds a fully automated CI/CD pipeline for a microservices application using CodePipeline, CodeBuild and ECS, reducing deployment time f…
View project →Cloud Computing · AdvancedCloud-Native E-Commerce Platform using Docker and Kubernetes
Decomposes an e-commerce application into independently scalable microservices deployed on Kubernetes, with service-mesh traffic manageme…
View project →Cloud Computing · IntermediateServerless Real-Time Chat Application using AWS AppSync
Delivers a real-time messaging experience using GraphQL subscriptions over AWS AppSync backed by DynamoDB, scaling automatically without …
View project →Cloud Computing · AdvancedCloud-Based Video Transcoding and Streaming Platform
Automates video ingestion, adaptive-bitrate transcoding and CDN-backed streaming delivery using AWS Elemental MediaConvert, cutting manua…
View project →Cloud Computing · IntermediateHybrid Cloud Load Balancing System for Enterprise Applications
Distributes application traffic dynamically between on-premise servers and cloud instances based on real-time load thresholds, ensuring h…
View project →Cloud Computing · AdvancedCloud Cost Anomaly Detection System using AWS CloudWatch and ML
Trains an anomaly-detection model on historical billing metrics to flag unusual cloud spend spikes within hours of occurrence, integrated…
View project →Cyber Security · AdvancedIntrusion Detection System using Machine Learning for Network Traffic
Classifies live network packet flows as benign or malicious using a random-forest model trained on the CICIDS dataset, achieving 96% dete…
View project →Cyber Security · IntermediatePhishing Website Detection using Deep Learning and URL Analysis
Extracts lexical and domain-reputation features from URLs and classifies phishing attempts using an LSTM model, deployed as a browser ext…
View project →Cyber Security · AdvancedBlockchain-Based Secure Voting System with End-to-End Verification
Records each vote as an immutable blockchain transaction with zero-knowledge proof-based voter anonymity, allowing independent public ver…
View project →Cyber Security · AdvancedRansomware Detection and Behavioral Analysis System
Monitors file-system I/O patterns and process behaviour to flag ransomware-like encryption activity in real time, automatically isolating…
View project →Cyber Security · IntermediateSecure File Sharing System using AES and RSA Hybrid Encryption
Encrypts shared files with AES-256 and secures the session key exchange using RSA, giving users end-to-end confidentiality for sensitive …
View project →Cyber Security · IntermediateWeb Application Vulnerability Scanner with Automated Reporting
Crawls a target web application to test for SQL injection, XSS and broken authentication flaws, generating a prioritised vulnerability re…
View project →Cyber Security · AdvancedAndroid Malware Detection using Static and Dynamic Analysis
Combines permission-pattern static analysis with sandboxed runtime behaviour monitoring to classify Android APKs as malicious or benign, …
View project →Cyber Security · AdvancedZero Trust Network Access Framework for Enterprise Applications
Implements continuous identity and device-posture verification for every application request instead of perimeter-based trust, reducing l…
View project →Cyber Security · IntermediateHoneypot-Based Network Threat Intelligence System
Deploys decoy services to attract and log attacker behaviour, feeding captured attack signatures into a threat-intelligence dashboard tha…
View project →Cyber Security · BeginnerSecure Multi-Factor Authentication System using Biometric and OTP
Layers fingerprint biometric verification with time-based OTP for a two-factor login flow, cutting unauthorized-access incidents to near …
View project →Networking · AdvancedSoftware-Defined Networking based Traffic Load Balancer
Uses an SDN controller to dynamically redistribute traffic flows across network paths based on real-time link utilisation, improving thro…
View project →Networking · AdvancedNetwork Intrusion Prevention System using SDN Controller
Detects and blocks malicious flows at the SDN controller level by analysing flow statistics for DDoS and port-scan signatures, isolating …
View project →Networking · IntermediateWireless Mesh Network for Rural Broadband Connectivity
Designs a low-cost, self-healing mesh network of Wi-Fi nodes to extend broadband coverage to underserved rural clusters, evaluated for th…
View project →Networking · IntermediateQoS-Aware Bandwidth Allocation System for Enterprise Networks
Prioritises latency-sensitive traffic like VoIP and video conferencing over bulk downloads using DiffServ-based QoS policies, maintaining…
View project →Networking · BeginnerNetwork Performance Monitoring Dashboard using SNMP
Polls network devices via SNMP to visualise bandwidth utilisation, packet loss and device uptime on a live dashboard, alerting network ad…
View project →Networking · IntermediateVPN-Based Secure Remote Access System for Enterprises
Configures a site-to-site and client VPN architecture with certificate-based authentication, giving remote employees encrypted access to …
View project →Networking · AdvancedIoT Network Congestion Control using Adaptive Routing Protocol
Proposes an adaptive routing protocol for dense IoT sensor networks that reroutes traffic around congested nodes dynamically, improving p…
View project →Networking · BeginnerCampus Network Simulation and Optimization using Cisco Packet Tracer
Designs and simulates a hierarchical campus network with VLAN segmentation and inter-VLAN routing across multiple departments, benchmarke…
View project →Networking · AdvancedSoftware-Defined WAN for Multi-Branch Enterprise Connectivity
Implements an SD-WAN overlay that intelligently steers branch-office traffic across MPLS and broadband links based on application priorit…
View project →Networking · AdvancedNetwork Anomaly Detection System using Deep Packet Inspection
Inspects packet payloads and flow metadata to flag protocol anomalies and unauthorized application usage on an enterprise network, using …
View project →Gen AI · IntermediateGenerative AI-Based Marketing Content Creation Platform
Generates on-brand ad copy, social captions and email campaigns from a product brief using a fine-tuned LLM, cutting content-creation tur…
View project →Gen AI · AdvancedText-to-Image Generation Tool for E-Commerce Product Mockups
Generates photorealistic product mockups in varied settings from a single product photo and text prompt using a diffusion model, reducing…
View project →Gen AI · IntermediateGenerative AI Chatbot for Personalized Study Material Creation
Generates topic-wise notes, flashcards and practice questions tailored to a student's syllabus and weak areas using an LLM pipeline groun…
View project →Gen AI · AdvancedAI-Generated Video Summarization Tool using Diffusion Models
Extracts key frames and transcribed narration from long-form videos to auto-generate concise highlight reels with captions, cutting revie…
View project →Gen AI · BeginnerGenerative AI-Powered Resume and Cover Letter Builder
Converts a short user profile into a polished, ATS-friendly resume and role-specific cover letter using LLM-based generation, with tone a…
View project →Gen AI · AdvancedSynthetic Data Generation Platform using GANs for ML Training
Generates labelled synthetic image datasets using a conditional GAN to augment scarce training data for niche computer-vision tasks, impr…
View project →Gen AI · IntermediateGenerative AI Tool for Automated UI/UX Design Mockups
Converts a text description of an app's purpose into wireframe and high-fidelity UI mockups using a design-focused generative model, acce…
View project →Gen AI · IntermediateAI-Based Music Composition Tool using Generative Models
Composes short original melodies and chord progressions in a chosen genre and mood using a transformer-based music generation model, expo…
View project →Gen AI · BeginnerGenerative AI Platform for Automated Code Documentation
Scans a codebase to auto-generate function-level docstrings, README sections and architecture summaries using an LLM, keeping documentati…
View project →Gen AI · AdvancedText-to-Speech Generative AI System for Regional Language Content
Converts written Tamil and Hindi text into natural-sounding speech using a fine-tuned neural TTS model, built to make educational content…
View project →Data Analytics · IntermediateReal-Time Sales Analytics Dashboard using Power BI and Python
Pipes live POS transaction data into Power BI through a Python ETL layer, giving store managers real-time visibility into sales trends, t…
View project →Data Analytics · AdvancedCustomer Churn Analytics Platform for Subscription Businesses
Analyses usage, billing and support-ticket data to score subscription churn risk per customer, surfacing at-risk accounts to the retentio…
View project →Data Analytics · IntermediateSocial Media Sentiment Analytics Dashboard using NLP
Streams brand-mention posts from social platforms and classifies sentiment using an NLP pipeline, visualising sentiment trends and spike …
View project →Data Analytics · IntermediateHospital Resource Utilization Analytics System
Aggregates bed occupancy, staff shift and equipment usage data to identify utilisation bottlenecks across hospital departments, supportin…
View project →Data Analytics · AdvancedRetail Inventory Demand Forecasting Analytics Dashboard
Forecasts SKU-level demand using historical sales and seasonality patterns, feeding purchase-order recommendations into an interactive an…
View project →Data Analytics · BeginnerWebsite Traffic and User Behavior Analytics Platform
Tracks page views, session paths and drop-off points across a website to visualise user journey funnels, helping product teams identify a…
View project →Data Analytics · AdvancedSupply Chain Analytics Dashboard for Logistics Optimization
Analyses shipment routes, delivery times and warehouse throughput to surface bottleneck lanes, cutting average delivery delays in a simul…
View project →Data Analytics · IntermediateEmployee Attrition Analytics System using HR Data
Correlates tenure, compensation and engagement-survey data to identify departments and roles with elevated attrition risk, presented thro…
View project →Data Analytics · AdvancedFinancial Fraud Pattern Analytics Dashboard using Big Data Tools
Processes high-volume transaction logs through a Spark pipeline to surface anomalous spending-pattern clusters, visualised for fraud anal…
View project →Data Analytics · BeginnerAcademic Performance Analytics Dashboard for Educational Institutions
Consolidates attendance, assignment and exam-score data across departments to help academic coordinators track cohort performance trends …
View project →Data Science · BeginnerHouse Price Prediction using Advanced Regression Techniques
Applies gradient-boosted regression and feature-engineered location and amenity data to predict residential property prices, achieving an…
View project →Data Science · IntermediateCustomer Segmentation using Unsupervised Clustering Algorithms
Segments a retailer's customer base into behaviourally distinct groups using RFM features and K-Means clustering, informing targeted camp…
View project →Data Science · AdvancedTime-Series Sales Forecasting using ARIMA and LSTM Models
Compares statistical ARIMA and deep-learning LSTM approaches for monthly sales forecasting, benchmarking forecast accuracy across a two-y…
View project →Data Science · AdvancedDisease Outbreak Prediction using Epidemiological Data Science
Models historical case-count, mobility and climate data to forecast localised disease-outbreak risk a week in advance, aiding public-heal…
View project →Data Science · BeginnerMovie Recommendation System using Collaborative Filtering
Recommends films to users based on rating-pattern similarity across a matrix-factorisation collaborative filtering model, evaluated on th…
View project →Data Science · IntermediateLoan Default Risk Prediction using Data Science Pipeline
Builds an end-to-end pipeline from raw applicant data to a calibrated default-risk score using logistic regression and gradient boosting,…
View project →Data Science · AdvancedSentiment-Driven Stock Market Trend Prediction System
Combines financial-news sentiment scores with historical price features to predict next-day stock movement direction, benchmarked against…
View project →Data Science · IntermediateCustomer Lifetime Value Prediction using Data Science Models
Predicts long-term customer value from early purchase-behaviour signals using a probabilistic BG/NBD model, helping marketing teams prior…
View project →Data Science · BeginnerAir Quality Index Forecasting using Time-Series Data Science
Forecasts next-day AQI levels for a city zone using historical pollutant and weather time-series data with a seasonal ARIMA model, valida…
View project →Data Science · IntermediateEmployee Attrition Prediction using Data Science and HR Analytics
Predicts individual employee attrition risk from tenure, engagement and compensation features using a random-forest classifier, achieving…
View project →Machine Learning · BeginnerHandwritten Digit and Signature Recognition using Deep Learning
Trains a CNN on the MNIST dataset and a custom signature corpus to recognise handwritten digits and verify signature authenticity for doc…
View project →Machine Learning · AdvancedReal-Time Object Detection for Autonomous Vehicles using YOLO
Detects pedestrians, vehicles and traffic signs in real time from dashcam footage using a YOLOv8 model optimised for edge-device inferenc…
View project →Machine Learning · IntermediateSpeech Emotion Recognition using Machine Learning
Classifies speaker emotion from voice-recording features like pitch and MFCCs using an SVM and CNN ensemble, achieving 87% accuracy acros…
View project →Machine Learning · BeginnerPlant Species Classification using Convolutional Neural Networks
Classifies leaf images into plant species using a fine-tuned CNN, packaged as a mobile-friendly app to help farmers and botanists identif…
View project →Machine Learning · AdvancedPredictive Maintenance for Industrial Machinery using ML
Predicts equipment failure from vibration and temperature sensor time-series using a gradient-boosted survival model, giving maintenance …
View project →Machine Learning · BeginnerCustomer Review Rating Prediction using Machine Learning
Predicts a numeric star rating from review text alone using TF-IDF features and a gradient-boosting classifier, validated on an e-commerc…
View project →Machine Learning · IntermediateHuman Activity Recognition using Wearable Sensor Data and ML
Classifies walking, running, sitting and falling activities from accelerometer and gyroscope wearable data using a random-forest model, a…
View project →Machine Learning · AdvancedAnomaly Detection in Manufacturing using Machine Learning
Flags defective units on a production line by detecting anomalies in sensor-measured dimensional and visual features using an isolation-f…
View project →Machine Learning · AdvancedMulti-Class Skin Disease Classification using Deep Learning
Classifies dermatological images into multiple skin-condition categories using a fine-tuned EfficientNet model, achieving 92% top-1 accur…
View project →Machine Learning · BeginnerTraffic Sign Recognition System using Convolutional Neural Networks
Recognises and classifies traffic signs from live camera footage using a CNN trained on the GTSRB dataset, intended as a driver-assistanc…
View project →Frequently asked questions
What do I get with a software project?
Complete source code, project report, PPT, setup guidance and support until your review and viva.
Can you customise a software project for my college?
Yes. We can change features, technology stack and documentation to match your guide and college format.
Which software projects are best for CSE students?
AI and Generative AI, machine learning, full stack web and cyber security projects are popular with CSE and IT students in 2026.
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Share your department, domain and idea. We can build a project to match your college requirements.
