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17 project ideas · free open datasets

Project ideas for Medical, Nursing & Allied Health Students

Healthcare runs on records, images and schedules, and AI is now part of all three. These briefs give MBBS, BDS, nursing, physiotherapy, lab technology, radiology and hospital management students a project that uses real health data responsibly.

All datasets are open and anonymised. Your mentor helps you frame the question clinically, not just technically.

MBBSBDS (Dental Surgery)AYUSH (BAMS / BHMS / BUMS / BSMS)B.Sc NursingPhysiotherapy (BPT)Optometry (B.Optom)Medical Laboratory Science / MLTMedical Radiology & Imaging TechnologyAnaesthesia & Operation Theatre TechnologyNutrition & DieteticsHealth Information Systems / Health InformaticsHospital & Healthcare ManagementPublic Health (MPH)Other allied health course
Major projects

Final-year (major) project ideas

Chest X-ray triage assistant

Put the most urgent chest X-rays at the top of a radiologist's list.

Major projectHealthcare & HospitalsPythonMedical imagingDeep learning
Full brief & 2 open datasets →

Disease burden trends and forecasts

Analyse and forecast disease burden across countries, and what explains the differences.

Major projectHealthcare & HospitalsPython or REpidemiologyStatistics
Full brief & 3 open datasets →

Hospital readmission risk for diabetes patients

Predict which diabetes patients will be readmitted within 30 days and plan follow-up care.

Major projectHealthcare & HospitalsPythonHealthcare analyticsClassification
Full brief & 1 open dataset →

Skin lesion classification for teledermatology

Classify skin lesion photos to help prioritise teledermatology cases.

Major projectHealthcare & HospitalsPythonComputer visionDeep learning
Full brief & 2 open datasets →
Mini-projects

Mini-project ideas for a semester

Adverse drug event explorer

Find unusual side-effect signals for medicines from public safety reports.

Mini-projectPharma & Life SciencesPythonPharmacovigilanceAPIs
Full brief & 2 open datasets →

ECG heartbeat classifier for a wearable

Classify heartbeats from ECG signals, small enough to run on a wearable.

Mini-projectElectronics, Semiconductors & TelecomPythonSignal processingTensorFlow or PyTorch
Full brief & 1 open dataset →

Food product nutrition and labelling checker

Score packaged foods on nutrition and flag misleading labels.

Mini-projectRetail, E-commerce & Consumer GoodsPythonData cleaningNutrition science
Full brief & 1 open dataset →

Heart disease risk calculator

Estimate a patient's risk of heart disease from routine tests, with the reasons shown.

Mini-projectHealthcare & HospitalsPythonClassificationCalibration
Full brief & 2 open datasets →

Liver disease screening model

Screen for liver disease from blood test results of Indian patients.

Mini-projectHealthcare & HospitalsPythonClassificationClinical biochemistry
Full brief & 1 open dataset →

Medical insurance premium estimator

Estimate health-insurance costs from a customer's profile, and explain the price.

Mini-projectInsurancePythonRegressionInsurance basics
Full brief & 1 open dataset →
Any branch

Also open to every branch

City open-data app for a civic problem

Pick a real problem in your city and build an open-data app that helps solve it.

Major projectConstruction, Infrastructure & Smart CitiesData collectionGeospatial analysisPython or no-code tools
Full brief & 3 open datasets →

Fake news detector

Flag likely fake or misleading news articles and explain why.

Mini-projectCybersecurity & Digital TrustPythonNLPMedia literacy
Full brief & 2 open datasets →

Public data story: your district in numbers

Tell the story of your home district with official open data.

Mini-projectConstruction, Infrastructure & Smart CitiesExcel or PythonLooker Studio or Power BIData storytelling
Full brief & 3 open datasets →

Restaurant success analysis for a food-delivery market

Find what makes restaurants in Bengaluru succeed on a food-delivery platform.

Mini-projectRetail, E-commerce & Consumer GoodsPythonExploratory analysisRegression
Full brief & 1 open dataset →

Sales performance dashboard for a retail chain

Build the sales dashboard a retail chain's managers would check every Monday.

Mini-projectRetail, E-commerce & Consumer GoodsExcelPower BI or TableauData modelling
Full brief & 2 open datasets →

Student performance early-warning dashboard

Find students at risk of failing early in the term, so teachers can help in time.

Mini-projectIT, Software & SaaSPythonClassificationFairness in ML
Full brief & 2 open datasets →

Sustainable Development Goals progress tracker

Track how India and its states are progressing on the UN Sustainable Development Goals, and where they lag.

Major projectConstruction, Infrastructure & Smart CitiesData analysisStatisticsForecasting
Full brief & 3 open datasets →
AiTeky Project Lab

Don't build it alone

Pick one of these briefs or bring your own idea. Work alone or in a team, hand in each milestone to a mentor, and finish with a certificate anyone can check.

See batches & fees
FAQ

About these projects

Can I do one of these projects with a mentor?
Yes. In AiTeky Project Lab you pick a brief (or propose your own idea), work alone or in a team, and a mentor reviews every milestone. When all milestones are accepted you get a certificate anyone can check online.
Are the datasets free?
Yes. Every brief links to free, open datasets from India and around the world, checked when the brief is reviewed and again every week.
Do you sell ready-made projects?
No. We guide, you build: your team writes its own code, and each team gets its own version of the brief.
Other branches

Project ideas for other branches