MCA — 82 projects
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AI Chatbot for University Admissions with Multilingual Support
Build an admissions assistant that answers in English, Hindi and regional languages. You will learn conversational design and multilingual NLP integration.…
AI-Based Question Paper Generator from Syllabus and Bloom Levels
Build a generator that drafts balanced question papers. You will learn Bloom taxonomy tagging and blueprint constraints.…
AI-Based Diet Planner with Indian Food Database
Build a planner that builds Indian meal plans to calorie goals. You will learn constraint-based menu generation and food data modelling.…
Government Scheme Beneficiary Matching Prediction Platform with Drift Monitoring
Design and build a prediction platform that gives decision-makers a data-backed recommendation at the right moment. You will learn form and workflow design, multilingual UI design and role-based access control.…
Land Document Language Translation Support Recommendation Engine using Reinforcement Learning and Report Generation
Create a recommendation engine with report Generation that scores and ranks cases so experts review the riskiest ones first. You will learn offline data entry design, form and workflow design and report generation.…
Grievance Letter Categorisation Grading System with Dashboard Visualisation
Design and build a grading system that turns raw records into predictions with clear explanations. You will learn form and workflow design, multilingual UI design and database design for public services.…
Crop Advisory Message Relevance Recommendation Engine using Explainable AI
Create a recommendation engine with explainable Outputs that classifies incoming items automatically and routes exceptions to humans. You will learn report generation, database design for public services and role-based a…
Hostel Mess Attendance Forecasting System using Natural Language Processing and Edge Deployment
Create a forecasting system with edge Deployment that turns raw records into predictions with clear explanations. You will learn API integration, database design for public services and audit trail design.…
Student Doubt Question Difficulty Recommendation Engine using Transformer Models and Real-Time Alerts
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn audit trail design, accessibility basics and user testing with field staff.…
Hospital Token Queue Wait Chat Assistant using Graph Neural Networks and Batch Scoring
Build a chat assistant that scores and ranks cases so experts review the riskiest ones first. You will learn form and workflow design, user testing with field staff and accessibility basics.…
Scholarship Application Eligibility Pre-Check Alert System using Time-Series Modelling
Design and build an alert system that predicts outcomes early enough for staff to act on them. You will learn user testing with field staff, API integration and dashboard design.…
AI-Powered Field Officer Visit Outcome Screening Tool
Create a screening tool with drift Monitoring that detects abnormal patterns and raises alerts with supporting evidence. You will learn audit trail design, dashboard design and data validation and deduplication.…
Canteen Food Waste from Sales Data Estimation System using Graph Neural Networks
Design and build an estimation system that classifies incoming items automatically and routes exceptions to humans. You will learn multilingual UI design, report generation and API integration.…
Field Officer Visit Outcome Chat Assistant with Human-in-the-Loop Review
Build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn form and workflow design, role-based access control and user testing with field staff.…
Time-Series Modelling-Based Government Scheme Beneficiary Matching Monitoring System
Build a monitoring system that turns raw records into predictions with clear explanations. You will learn role-based access control, multilingual UI design and data migration from paper registers.…
Medicine Prescription Handwriting Assistance Assessment Platform using Natural Language Processing and Drift Monitoring
Create an assessment platform with drift Monitoring that automates a judgement task that today takes hours of manual effort. You will learn offline data entry design, multilingual UI design and dashboard design.…
Bus Route Demand from Ticket Data Grading System using Reinforcement Learning and Edge Deployment
Create a grading system with edge Deployment that predicts outcomes early enough for staff to act on them. You will learn user testing with field staff, database design for public services and offline data entry design.…
Explainable AI-Based Handwritten Form Digitisation Forecasting System
Build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn multilingual UI design, dashboard design and offline data entry design.…
AI-Powered Sports Injury Risk from Training Logs Prediction Platform
Create a prediction platform with risk Stratification that classifies incoming items automatically and routes exceptions to humans. You will learn audit trail design, dashboard design and API integration.…
Time-Series Modelling-Based Insurance Claim Document Completeness Classification System
Design and build a classification system that learns patterns from historical data and flags cases that need attention. You will learn role-based access control, audit trail design and data validation and deduplication.…
Course Feedback Sentiment in Regional Language Classification System using Neural Networks
Design and build a classification system that classifies incoming items automatically and routes exceptions to humans. You will learn role-based access control, API integration and mobile-first design.…
Library Book Demand Detection System using Deep Learning and Drift Monitoring
Create a detection system with drift Monitoring that scores and ranks cases so experts review the riskiest ones first. You will learn data validation and deduplication, user testing with field staff and accessibility bas…
Scholarship Application Eligibility Pre-Check Classification System with Confidence Scores
Create a classification system with confidence Scores that automates a judgement task that today takes hours of manual effort. You will learn data migration from paper registers, dashboard design and form and workflow de…
Regional Language Notice Summarisation Decision Support System using Gradient Boosting and Real-Time Alerts
Create a decision support system with real-time Alerts that predicts outcomes early enough for staff to act on them. You will learn user testing with field staff, multilingual UI design and API integration.…
Regional Language Notice Summarisation Detection System with Anomaly Flags
Create a detection system with anomaly Flags that gives decision-makers a data-backed recommendation at the right moment. You will learn API integration, offline data entry design and dashboard design.…
Deep Learning-Based Scholarship Application Eligibility Pre-Check Alert System
Design and build an alert system that learns patterns from historical data and flags cases that need attention. You will learn report generation, database design for public services and user testing with field staff.…
Canteen Food Waste from Sales Data Screening Tool using Edge AI and Multilingual Support
Create a screening tool with multilingual Support that predicts outcomes early enough for staff to act on them. You will learn API integration, role-based access control and mobile-first design.…
Sports Injury Risk from Training Logs Alert System with Human-in-the-Loop Review
Design and build an alert system that learns patterns from historical data and flags cases that need attention. You will learn dashboard design, API integration and report generation.…
Reinforcement Learning-Based Insurance Claim Document Completeness Chat Assistant
Build a chat assistant that automates a judgement task that today takes hours of manual effort. You will learn data validation and deduplication, form and workflow design and multilingual UI design.…
Course Feedback Sentiment in Regional Language Assessment Platform using Support Vector Machines
Design and build an assessment platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn mobile-first design, multilingual UI design and audit trail design.…
Loan Recovery Call Outcome Classification System using Reinforcement Learning and Explainable Outputs
Create a classification system with explainable Outputs that predicts outcomes early enough for staff to act on them. You will learn audit trail design, database design for public services and API integration.…
Exam Timetable Clash Recognition System using Ensemble Learning and Voice Interface
Create a recognition system with voice Interface that classifies incoming items automatically and routes exceptions to humans. You will learn offline data entry design, dashboard design and data migration from paper regi…
Canteen Food Waste from Sales Data Assessment Platform using Ensemble Learning and Dashboard Visualisation
Design and build an assessment platform that learns patterns from historical data and flags cases that need attention. You will learn dashboard design, role-based access control and mobile-first design.…
Graph Neural Networks-Based Medicine Prescription Handwriting Assistance Grading System
Build a grading system that turns raw records into predictions with clear explanations. You will learn API integration, multilingual UI design and user testing with field staff.…
Grievance Letter Categorisation Screening Tool with Mobile Inference
Build a screening tool that predicts outcomes early enough for staff to act on them. You will learn mobile-first design, database design for public services and API integration.…
Edge AI-Based Sports Injury Risk from Training Logs Prioritisation Engine
Design and build a prioritisation engine that learns patterns from historical data and flags cases that need attention. You will learn API integration, database design for public services and accessibility basics.…
Electricity Complaint Category Search Engine with Explainable Outputs
Create a search engine with explainable Outputs that classifies incoming items automatically and routes exceptions to humans. You will learn database design for public services, report generation and data validation and …
Support Vector Machines-Based Exam Timetable Clash Alert System
Create an alert system with multilingual Support that turns raw records into predictions with clear explanations. You will learn API integration, audit trail design and accessibility basics.…
Hostel Mess Attendance Forecasting System using Ensemble Learning and Explainable Outputs
Build a forecasting system that turns raw records into predictions with clear explanations. You will learn user testing with field staff, API integration and dashboard design.…
Support Vector Machines-Based News Article Topic Tagging Monitoring System
Create a monitoring system with voice Interface that learns patterns from historical data and flags cases that need attention. You will learn data migration from paper registers, API integration and dashboard design.…
Bus Route Demand from Ticket Data Assessment Platform using Transfer Learning
Build an assessment platform that automates a judgement task that today takes hours of manual effort. You will learn accessibility basics, API integration and report generation.…
Subsidy Application Duplicate Detection System using Deep Learning
Design and build a detection system that predicts outcomes early enough for staff to act on them. You will learn form and workflow design, user testing with field staff and multilingual UI design.…
Neural Networks-Based Regional Language Notice Summarisation Prioritisation Engine
Create a prioritisation engine with confidence Scores that predicts outcomes early enough for staff to act on them. You will learn mobile-first design, API integration and role-based access control.…
Canteen Food Waste from Sales Data Detection System with Explainable Outputs
Create a detection system with explainable Outputs that turns raw records into predictions with clear explanations. You will learn offline data entry design, dashboard design and data validation and deduplication.…
Reinforcement Learning-Based Job Application Skill Gap Estimation System
Build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn offline data entry design, data validation and deduplication and form and workflow design.…
Water Complaint Urgency Forecasting System using Graph Neural Networks
Build a forecasting system that automates a judgement task that today takes hours of manual effort. You will learn data migration from paper registers, multilingual UI design and offline data entry design.…
AI-Powered Library Book Demand Classification System
Build a classification system that gives decision-makers a data-backed recommendation at the right moment. You will learn role-based access control, data validation and deduplication and data migration from paper registe…
Ration Card Application Error Detection System using Random Forests and Report Generation
Build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn multilingual UI design, user testing with field staff and offline data entry design.…
Regional Language Notice Summarisation Screening Tool using Time-Series Modelling and Mobile Inference
Create a screening tool with mobile Inference that detects abnormal patterns and raises alerts with supporting evidence. You will learn multilingual UI design, accessibility basics and dashboard design.…
AI-Powered Hostel Mess Attendance Search Engine
Design and build a search engine that learns patterns from historical data and flags cases that need attention. You will learn audit trail design, report generation and dashboard design.…
Call Centre Agent Performance Forecasting System using Explainable AI
Build a forecasting system that scores and ranks cases so experts review the riskiest ones first. You will learn user testing with field staff, report generation and audit trail design.…
Machine Learning-Based Canteen Food Waste from Sales Data Alert System
Build an alert system that turns raw records into predictions with clear explanations. You will learn offline data entry design, API integration and form and workflow design.…
Handwritten Form Digitisation Prioritisation Engine with Report Generation
Design and build a prioritisation engine that classifies incoming items automatically and routes exceptions to humans. You will learn offline data entry design, report generation and API integration.…
Insurance Claim Document Completeness Prioritisation Engine using Time-Series Modelling and Voice Interface
Create a prioritisation engine with voice Interface that scores and ranks cases so experts review the riskiest ones first. You will learn form and workflow design, report generation and audit trail design.…
AI-Powered News Article Topic Tagging Estimation System
Create an estimation system with human-in-the-loop Review that detects abnormal patterns and raises alerts with supporting evidence. You will learn database design for public services, mobile-first design and role-based …
Land Document Language Translation Support Chat Assistant using Transfer Learning
Design and build a chat assistant that scores and ranks cases so experts review the riskiest ones first. You will learn role-based access control, database design for public services and report generation.…
Farmer Query Intent in Regional Language Alert System using Machine Learning and Anomaly Flags
Design and build an alert system that predicts outcomes early enough for staff to act on them. You will learn multilingual UI design, API integration and data migration from paper registers.…
Sports Injury Risk from Training Logs Monitoring System with Confidence Scores
Design and build a monitoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn data migration from paper registers, form and workflow design and user testing with field sta…
AI-Powered Call Centre Agent Performance Assessment Platform
Design and build an assessment platform that predicts outcomes early enough for staff to act on them. You will learn user testing with field staff, report generation and offline data entry design.…
Regional Language Notice Summarisation Prioritisation Engine with Batch Scoring
Design and build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn role-based access control, offline data entry design and audit trail design.…
Crop Advisory Message Relevance Detection System with Real-Time Alerts
Build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn report generation, user testing with field staff and mobile-first design.…
Water Complaint Urgency Grading System using Edge AI and Explainable Outputs
Design and build a grading system that scores and ranks cases so experts review the riskiest ones first. You will learn API integration, data validation and deduplication and report generation.…
Support Vector Machines-Based Subsidy Application Duplicate Decision Support System
Design and build a decision support system that turns raw records into predictions with clear explanations. You will learn multilingual UI design, API integration and audit trail design.…
Insurance Claim Document Completeness Estimation System with Mobile Inference
Create an estimation system with mobile Inference that predicts outcomes early enough for staff to act on them. You will learn data migration from paper registers, data validation and deduplication and multilingual UI de…
Government Scheme Beneficiary Matching Prioritisation Engine with Anomaly Flags
Design and build a prioritisation engine that turns raw records into predictions with clear explanations. You will learn user testing with field staff, database design for public services and dashboard design.…
AI-Powered Job Application Skill Gap Classification System
Design and build a classification system that classifies incoming items automatically and routes exceptions to humans. You will learn role-based access control, report generation and data validation and deduplication.…
Regional Language Notice Summarisation Recognition System using Transformer Models and Batch Scoring
Design and build a recognition system that turns raw records into predictions with clear explanations. You will learn audit trail design, role-based access control and multilingual UI design.…
Crop Advisory Message Relevance Assessment Platform using Random Forests
Create an assessment platform with explainable Outputs that classifies incoming items automatically and routes exceptions to humans. You will learn mobile-first design, role-based access control and database design for p…
AI Chatbot for Bank Customer Service with Intent Engine
Build a banking bot that resolves routine queries and hands off gracefully. You will learn conversational design, intent systems and regulated-domain care.…
Student Result Prediction and Counselling Recommender
Predict student outcomes and recommend courses and careers that fit. You will learn educational analytics, recommendation design and ethics.…
AI-Based News Aggregator with Personalisation
Build an aggregator that deduplicates stories and personalises the feed responsibly. You will learn content pipelines, ranking and filter-bubble awareness.…
Smart Document Classifier for Office Automation
Build a classifier that files office documents and routes them to the right desk. You will learn document AI, OCR practice and workflow automation.…
AI Ticket Routing and Auto-Response System for IT Helpdesks
Build a helpdesk system that routes tickets to the right team and drafts first responses. You will learn support automation, classification systems and service operations.…
AI Recipe Generator from Available Ingredients
Build an app that turns fridge contents into recipes with nutrition notes. You will learn generative app design, food data and consumer UX.…
Sentiment Analysis of Social Media for Brand Monitoring
Build brand monitoring that tracks sentiment spikes and emerging complaints. You will learn social analytics, sentiment methods and alerting design.…
AI-Based Language Learning App with Pronunciation Feedback
Build a language app that scores pronunciation and adapts lessons. You will learn speech technology, learning design and feedback systems.…
Crop Disease Advisor App for Farmers
Build a farmer app that identifies crop problems and explains treatment in local language. You will learn agri AI, vernacular design and advisory content systems.…
AI Virtual Dressing Room with Size Recommendation
Build a dressing room that recommends sizes and previews fits from photos. You will learn fashion tech, measurement estimation and retail UX.…
Multimodal Search for E-Commerce Catalogues
Search products by photo, text or sketch in one unified engine. You will learn multimodal retrieval, indexing and commerce search evaluation.…
LLM-Based Tutoring System for Programming Courses: Effectiveness Study
Build a programming tutor and study whether it actually improves learning. You will learn educational technology research, tutor design and study methodology.…
Personalised News Recommendation with Bandit Algorithms
Recommend news with bandits that balance exploration and reader satisfaction. You will learn bandit algorithms, online learning and responsible recommendation.…
AI Grading Assistant for Descriptive Answers with Rubrics
Build an assistant that grades long answers against rubrics for teacher approval. You will learn assessment technology, rubric design and human-in-the-loop systems.…