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 42 of 49
Bias Auditing of Screening Models with Report Generation
Study the problem, build the proposed method and evaluate it rigorously with report Generation. You will learn ablation studies, reproducible experiment design and benchmark design.…
Histopathology Patch Classification on Public Slide Images Grading System with Anomaly Flags
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn responsible AI safeguards, annotation quality checks and class imbalance handling.…
Adverse Drug Reaction Signals from FAERS Open Data Recommendation Engine using Explainable AI
Build a recommendation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn public dataset documentation, model calibration and class imbalance handling.…
Histopathology Patch Classification on Public Slide Images Forecasting System using Edge AI
Build a forecasting system that predicts outcomes early enough for staff to act on them. You will learn clinical evaluation metrics, train-test leakage control and responsible AI safeguards.…
Alzheimer Stage Classification from Public MRI Data (OASIS) Search Engine with Confidence Scores
Build a search engine that turns raw records into predictions with clear explanations. You will learn clinical evaluation metrics, benchmark comparison and deployment basics.…
Claims Fraud Pattern Detection on Synthetic Insurance Data Grading System using Graph Neural Networks and Multilingual Support
Build a grading system that turns raw records into predictions with clear explanations. You will learn error analysis and failure cases, responsible AI safeguards and class imbalance handling.…
Bed Occupancy Forecasting on Synthetic Census Data Recommendation Engine using Ensemble Learning
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn benchmark comparison, class imbalance handling and model calibration.…
Heart Sound Classification on Public Phonocardiogram Sets Estimation System using Time-Series Modelling and Real-Time Alerts
Build an estimation system that gives decision-makers a data-backed recommendation at the right moment. You will learn benchmark comparison, train-test leakage control and public dataset documentation.…
Appointment Slot Optimisation for Diagnostic Labs Grading System with Edge Deployment
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn benchmark comparison, explainability methods and model calibration.…
Medical Coding Assistance on Synthetic Case Sheets Classification System using Reinforcement Learning
Build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn clinical evaluation metrics, public dataset documentation and train-test leakage control.…
Heart Sound Classification on Public Phonocardiogram Sets Prediction System using Edge AI
Build a prediction system that learns patterns from historical data and flags cases that need attention. You will learn benchmark comparison, annotation quality checks and responsible AI safeguards.…
Machine Learning-Based Adverse Drug Reaction Signals from FAERS Open Data Alert System
Build an alert system that classifies incoming items automatically and routes exceptions to humans. You will learn clinical evaluation metrics, annotation quality checks and error analysis and failure cases.…
Alzheimer Stage Classification from Public MRI Data (OASIS) Screening Tool with Risk Stratification
Build a screening tool that learns patterns from historical data and flags cases that need attention. You will learn deployment basics, annotation quality checks and explainability methods.…
AI-Powered Pressure Ulcer Risk Scoring on Synthetic Nursing Data Scoring System
Build a scoring system that predicts outcomes early enough for staff to act on them. You will learn deployment basics, image preprocessing pipelines and train-test leakage control.…
Explainable AI-Based Drug-Drug Interaction Alerts from Open Databases (openFDA) Screening Tool
Build a screening tool that detects abnormal patterns and raises alerts with supporting evidence. You will learn image preprocessing pipelines, public dataset documentation and annotation quality checks.…
AI-Powered Bed Occupancy Forecasting on Synthetic Census Data Prediction Platform
Build a prediction platform that turns raw records into predictions with clear explanations. You will learn benchmark comparison, error analysis and failure cases and deployment basics.…
Sepsis Early Warning on Public ICU Benchmark Data Grading System with Report Generation
Build a grading system that automates a judgement task that today takes hours of manual effort. You will learn responsible AI safeguards, annotation quality checks and deployment basics.…
Clinical Entity Extraction on Public Discharge Summary Demos Prioritisation Engine using Time-Series Modelling
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn responsible AI safeguards, annotation quality checks and train-test leakage control.…
AI-Powered Air Pollution and Respiratory Visits Correlation on Public Data Alert System
Build an alert system that turns raw records into predictions with clear explanations. You will learn benchmark comparison, model calibration and explainability methods.…
Bed Occupancy Forecasting on Synthetic Census Data Estimation System with Voice Interface
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn image preprocessing pipelines, responsible AI safeguards and benchmark comparison.…
Pneumonia Screening from Public Chest Radiographs Forecasting System using Transfer Learning and Real-Time Alerts
Build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn model calibration, clinical evaluation metrics and error analysis and failure cases.…
No-Show Prediction for Outpatient Appointments Prediction Platform with Batch Scoring
Build a prediction platform that turns raw records into predictions with clear explanations. You will learn benchmark comparison, error analysis and failure cases and deployment basics.…
Pneumonia Screening from Public Chest Radiographs Prioritisation Engine using Ensemble Learning and Anomaly Flags
Build a prioritisation engine that learns patterns from historical data and flags cases that need attention. You will learn benchmark comparison, annotation quality checks and image preprocessing pipelines.…
Support Vector Machines-Based Bed Occupancy Forecasting on Synthetic Census Data Prediction System
Build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn benchmark comparison, clinical evaluation metrics and explainability methods.…