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 43 of 49
AI-Powered Medical Coding Assistance on Synthetic Case Sheets Forecasting System
Build a forecasting system that scores and ranks cases so experts review the riskiest ones first. You will learn benchmark comparison, model calibration and image preprocessing pipelines.…
Adverse Drug Reaction Signals from FAERS Open Data Assessment Platform using Graph Neural Networks
Build an assessment platform that learns patterns from historical data and flags cases that need attention. You will learn train-test leakage control, responsible AI safeguards and explainability methods.…
Gradient Boosting-Based Heart Sound Classification on Public Phonocardiogram Sets Screening Tool
Build a screening tool that classifies incoming items automatically and routes exceptions to humans. You will learn benchmark comparison, public dataset documentation and train-test leakage control.…
Fall Risk Scoring for Elderly on Synthetic Ward Data Decision Support System using Explainable AI and Dashboard Visualisation
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn image preprocessing pipelines, clinical evaluation metrics and responsible AI safeguards.…
Cervical Cytology Classification on Public Pap Datasets Chat Assistant with Multilingual Support
Build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn model calibration, annotation quality checks and clinical evaluation metrics.…
AI-Powered Claims Fraud Pattern Detection on Synthetic Insurance Data Monitoring System
Build a monitoring system that predicts outcomes early enough for staff to act on them. You will learn annotation quality checks, deployment basics and train-test leakage control.…
Readmission Risk on Public Benchmark Datasets Assessment Platform using Graph Neural Networks and Edge Deployment
Build an assessment platform that automates a judgement task that today takes hours of manual effort. You will learn deployment basics, model calibration and explainability methods.…
Heatwave Health Risk Index from Public Aggregates Prioritisation Engine using Explainable AI
Build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn explainability methods, error analysis and failure cases and benchmark comparison.…
EEG Seizure Detection on Public Datasets Monitoring System with Report Generation
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn image preprocessing pipelines, class imbalance handling and benchmark comparison.…
Cervical Cytology Classification on Public Pap Datasets Assessment Platform with Real-Time Alerts
Build an assessment platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn deployment basics, clinical evaluation metrics and class imbalance handling.…
Tuberculosis Screening from Public CXR Collections Decision Support System using Natural Language Processing and Model Retraining Pipeline
Build a decision support system that automates a judgement task that today takes hours of manual effort. You will learn clinical evaluation metrics, explainability methods and responsible AI safeguards.…
OPD Wait-Time Prediction for Clinics Screening Tool with Report Generation
Build a screening tool that turns raw records into predictions with clear explanations. You will learn train-test leakage control, annotation quality checks and responsible AI safeguards.…
Cervical Cytology Classification on Public Pap Datasets Decision Support System using Ensemble Learning and Model Retraining Pipeline
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn clinical evaluation metrics, model calibration and class imbalance handling.…
Adverse Drug Reaction Signals from FAERS Open Data Estimation System with Report Generation
Build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn train-test leakage control, explainability methods and public dataset documentation.…
Graph Neural Networks-Based Cough Sound Screening on Public Audio Collections Scoring System
Build a scoring system that automates a judgement task that today takes hours of manual effort. You will learn explainability methods, train-test leakage control and clinical evaluation metrics.…
EEG Seizure Detection on Public Datasets Prediction System with Mobile Inference
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn deployment basics, benchmark comparison and model calibration.…
Chest X-Ray Triage on Public Datasets (ChestX-ray14) Assessment Platform with Confidence Scores
Build an assessment platform that gives decision-makers a data-backed recommendation at the right moment. You will learn model calibration, public dataset documentation and class imbalance handling.…
Ambulance Demand Forecasting for Cities Monitoring System with Mobile Inference
Build a monitoring system that automates a judgement task that today takes hours of manual effort. You will learn responsible AI safeguards, explainability methods and class imbalance handling.…
Reinforcement Learning-Based ECG Arrhythmia Classification on Public Databases (MIT-BIH) Decision Support System
Build a decision support system that classifies incoming items automatically and routes exceptions to humans. You will learn annotation quality checks, train-test leakage control and explainability methods.…
Cervical Cytology Classification on Public Pap Datasets Screening Tool with Voice Interface
Build a screening tool that predicts outcomes early enough for staff to act on them. You will learn class imbalance handling, error analysis and failure cases and image preprocessing pipelines.…
Gradient Boosting-Based Cough Sound Screening on Public Audio Collections Classification System
Build a classification system that predicts outcomes early enough for staff to act on them. You will learn benchmark comparison, error analysis and failure cases and deployment basics.…
Heatwave Health Risk Index from Public Aggregates Scoring System using Random Forests and Drift Monitoring
Build a scoring system that classifies incoming items automatically and routes exceptions to humans. You will learn public dataset documentation, clinical evaluation metrics and model calibration.…
EEG Seizure Detection on Public Datasets Screening Tool with Batch Scoring
Build a screening tool that turns raw records into predictions with clear explanations. You will learn class imbalance handling, public dataset documentation and annotation quality checks.…
AI-Powered Readmission Risk on Public Benchmark Datasets Chat Assistant
Build a chat assistant that detects abnormal patterns and raises alerts with supporting evidence. You will learn public dataset documentation, image preprocessing pipelines and explainability methods.…