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 44 of 49
Fall Risk Scoring for Elderly on Synthetic Ward Data Prioritisation Engine using Deep Learning
Build a prioritisation engine that automates a judgement task that today takes hours of manual effort. You will learn benchmark comparison, train-test leakage control and deployment basics.…
No-Show Prediction for Outpatient Appointments Scoring System using Gradient Boosting and Mobile Inference
Build a scoring system that classifies incoming items automatically and routes exceptions to humans. You will learn public dataset documentation, model calibration and class imbalance handling.…
Heatwave Health Risk Index from Public Aggregates Grading System with Risk Stratification
Build a grading system that classifies incoming items automatically and routes exceptions to humans. You will learn clinical evaluation metrics, error analysis and failure cases and annotation quality checks.…
Transformer Models-Based Cough Sound Screening on Public Audio Collections Prediction System
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn benchmark comparison, train-test leakage control and responsible AI safeguards.…
Claims Fraud Pattern Detection on Synthetic Insurance Data Alert System with Anomaly Flags
Build an alert system that predicts outcomes early enough for staff to act on them. You will learn public dataset documentation, clinical evaluation metrics and benchmark comparison.…
Histopathology Patch Classification on Public Slide Images Monitoring System with Explainable Outputs
Build a monitoring system that automates a judgement task that today takes hours of manual effort. You will learn public dataset documentation, clinical evaluation metrics and responsible AI safeguards.…
AI-Powered Waterborne Disease Risk from Public Health Aggregates Grading System
Build a grading system that detects abnormal patterns and raises alerts with supporting evidence. You will learn benchmark comparison, public dataset documentation and explainability methods.…
Pressure Ulcer Risk Scoring on Synthetic Nursing Data Assessment Platform with Anomaly Flags
Build an assessment platform that scores and ranks cases so experts review the riskiest ones first. You will learn responsible AI safeguards, public dataset documentation and train-test leakage control.…
Medical Coding Assistance on Synthetic Case Sheets Estimation System using Ensemble Learning and Report Generation
Build an estimation system that automates a judgement task that today takes hours of manual effort. You will learn annotation quality checks, error analysis and failure cases and benchmark comparison.…
EEG Seizure Detection on Public Datasets Monitoring System using Random Forests and Real-Time Alerts
Build a monitoring system that turns raw records into predictions with clear explanations. You will learn clinical evaluation metrics, image preprocessing pipelines and train-test leakage control.…
Alzheimer Stage Classification from Public MRI Data (OASIS) Prediction Platform using Edge AI
Build a prediction platform that gives decision-makers a data-backed recommendation at the right moment. You will learn deployment basics, explainability methods and annotation quality checks.…
Heart Sound Classification on Public Phonocardiogram Sets Forecasting System using Computer Vision
Build a forecasting system that predicts outcomes early enough for staff to act on them. You will learn train-test leakage control, image preprocessing pipelines and annotation quality checks.…
Skin Lesion Triage from Public Dermoscopy Images (HAM10000) Classification System with Explainable Outputs
Build a classification system that learns patterns from historical data and flags cases that need attention. You will learn train-test leakage control, benchmark comparison and image preprocessing pipelines.…
ECG Arrhythmia Classification on Public Databases (MIT-BIH) Prediction System with Real-Time Alerts
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn benchmark comparison, annotation quality checks and image preprocessing pipelines.…
Malaria Parasite Detection in Public Blood Smear Images Chat Assistant using Machine Learning
Build a chat assistant that scores and ranks cases so experts review the riskiest ones first. You will learn deployment basics, class imbalance handling and image preprocessing pipelines.…
Heart Sound Classification on Public Phonocardiogram Sets Recognition System with Confidence Scores
Build a recognition system that predicts outcomes early enough for staff to act on them. You will learn public dataset documentation, clinical evaluation metrics and responsible AI safeguards.…
Retinal Vessel Segmentation on Public Fundus Sets (DRIVE) Estimation System using Deep Learning and Drift Monitoring
Build an estimation system that learns patterns from historical data and flags cases that need attention. You will learn responsible AI safeguards, clinical evaluation metrics and annotation quality checks.…
Pressure Ulcer Risk Scoring on Synthetic Nursing Data Prediction System using Machine Learning and Multilingual Support
Build a prediction system that classifies incoming items automatically and routes exceptions to humans. You will learn image preprocessing pipelines, responsible AI safeguards and explainability methods.…
AI-Powered Ambulance Demand Forecasting for Cities Classification System
Build a classification system that turns raw records into predictions with clear explanations. You will learn benchmark comparison, clinical evaluation metrics and class imbalance handling.…
Medication Error Pattern Mining on Synthetic Incident Reports Estimation System with Multilingual Support
Build an estimation system that automates a judgement task that today takes hours of manual effort. You will learn image preprocessing pipelines, responsible AI safeguards and public dataset documentation.…
Machine Learning-Based OPD Wait-Time Prediction for Clinics Monitoring System
Build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn deployment basics, benchmark comparison and error analysis and failure cases.…
Support Vector Machines-Based Adverse Drug Reaction Signals from FAERS Open Data Prioritisation Engine
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn model calibration, responsible AI safeguards and benchmark comparison.…
Brain MRI Tumour Segmentation on Public Dataset Samples (BraTS) Prioritisation Engine using Support Vector Machines
Build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn error analysis and failure cases, responsible AI safeguards and clinical evaluation metrics.…
Medication Error Pattern Mining on Synthetic Incident Reports Assessment Platform using Deep Learning
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn model calibration, explainability methods and train-test leakage control.…