AI/ML Projects
1,164 AI/ML projects in the NammaProjects bank — final-year, mini and master's projects with source code, deployment guide, PPT and full training support included. Open any project to see its abstract and exact price.
1164 projects · Page 33 of 49
Mandi Price Forecasting and Sell-Timing Advisory for Farmers
Build an advisory that forecasts mandi prices and suggests when and where to sell. You will learn agri price modelling, data source handling and farmer-first delivery.…
Smart Email Prioritisation and Auto-Categorisation System
Build an inbox layer that ranks mail by urgency and files it into smart categories. You will learn priority modelling, incremental learning and UX for triage.…
Predictive Student Performance and Dropout Risk Analytics
Build an early-warning system that flags at-risk students for mentor intervention. You will learn educational data mining, intervention design and fairness checks.…
Comparative Study of RAG Architectures: Chunking, Reranking and Faithfulness
Benchmark RAG variants on shared question sets and publish a faithfulness-first comparison. You will learn experimental design for LLM systems, retrieval metrics and error taxonomy.…
Benchmarking Small Language Models for On-Device Assistants
Measure quality, latency and energy of small models across realistic assistant tasks. You will learn edge LLM evaluation, quantisation effects and deployment trade-offs.…
LoRA Fine-Tuning of Open LLMs for Low-Resource Indian Languages
Fine-tune open models for a low-resource language and evaluate against strong baselines. You will learn parameter-efficient tuning, low-resource data strategy and honest evaluation.…
Retrieval-Augmented Generation with Knowledge Graph Grounding
Combine graph traversal with vector retrieval and measure grounding improvements. You will learn graph-augmented retrieval, entity linking and hybrid answer verification.…
Agent Reliability Study: Failure Modes of Tool-Using LLM Agents
Systematically break agents with tool errors and ambiguity, then test recovery strategies. You will learn agent failure taxonomy, recovery patterns and reliability metrics.…
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…
Vision-Language Model Evaluation for Indian Traffic Scenes
Evaluate vision-language models on Indian traffic understanding tasks and failure cases. You will learn VLM benchmarking, dataset curation and culturally grounded evaluation.…
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.…
Federated Fine-Tuning of Language Models with Differential Privacy
Fine-tune language models across simulated clients with formal privacy budgets. You will learn federated optimisation, privacy accounting and utility trade-offs.…