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22 project ideas · free open datasets

Project ideas for BBA & MBA Students

Management projects are stronger when the recommendation comes from data. These briefs give BBA and MBA students in finance, marketing, HR, operations, business analytics and healthcare management a real business problem to analyse and present.

Each brief reads like a client request with a clear "good looks like", which is exactly how you will be asked to work after your degree.

BBA (General)BBA (Business Analytics)BBA (Finance / Banking & Financial Services)BBA (Fintech)BBA (Logistics & Supply Chain)BBA (Hospital / Healthcare Management)BBA (Marketing / Digital Marketing)MBA (Finance)MBA (Business Analytics)MBA (Fintech / Banking & Insurance)MBA (Marketing)MBA (HR)MBA (Operations & Supply Chain)MBA (Healthcare / Pharma Management)MBA (Agri-business)MBA (Energy / Infrastructure Management)
Major projects

Final-year (major) project ideas

Contract clause finder for legal review

Find and highlight the clauses a lawyer must check in a commercial contract.

Major projectIT, Software & SaaSPythonNLPLLMs
Full brief & 2 open datasets →

Customer review insights platform

Turn thousands of product reviews into clear insights for a brand's product team.

Major projectRetail, E-commerce & Consumer GoodsPythonNLPTopic modelling
Full brief & 1 open dataset →

Demand forecasting for a retail chain

Forecast daily demand for thousands of products so stores stock the right amount.

Major projectRetail, E-commerce & Consumer GoodsPythonTime-series forecastingLightGBM
Full brief & 2 open datasets →

Financial news research assistant

Summarise and score financial news for an equity research analyst.

Major projectBanking & FintechPythonNLPLLMs
Full brief & 2 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 →

Insurance cross-sell and claim-risk modelling

Find health customers likely to buy vehicle insurance, and price motor risk fairly.

Major projectInsurancePythonClassificationProbability calibration
Full brief & 2 open datasets →

Late-delivery risk and supply-chain control tower

Predict which orders will arrive late and build a control-tower view for the logistics team.

Major projectLogistics & Supply ChainPythonClassificationSupply-chain management
Full brief & 2 open datasets →

Mandi price forecasting for farmers

Forecast wholesale prices of key crops in Indian mandis to help farmers decide when and where to sell.

Major projectAgriculture & FoodPythonTime-series forecastingAgricultural economics
Full brief & 2 open datasets →
Mini-projects

Mini-project ideas for a semester

Bank term-deposit campaign targeting

Choose which customers a bank should call in its next deposit campaign.

Mini-projectBanking & FintechPythonClassificationMarketing analytics
Full brief & 1 open dataset →

Credit card default risk scorecard

Score the risk that a credit-card customer misses next month's payment.

Mini-projectBanking & FintechPythonCredit riskLogistic regression
Full brief & 1 open dataset →

Delivery-time estimator for e-commerce orders

Promise customers an accurate delivery date when they order.

Mini-projectLogistics & Supply ChainPythonRegressionGeospatial basics
Full brief & 1 open dataset →

Employee attrition risk and HR dashboard

Predict which employees may resign and show HR what drives attrition.

Mini-projectIT, Software & SaaSPython or Power BIClassificationHR analytics
Full brief & 2 open datasets →

Macroeconomic dashboard for India

Track India's key economic indicators and compare them with other economies.

Mini-projectBanking & FintechExcel or PythonPower BI or Looker StudioMacroeconomics
Full brief & 3 open datasets →

Market basket analysis for a grocery store

Find which products are bought together and suggest bundles and shelf placements.

Mini-projectRetail, E-commerce & Consumer GoodsPythonAssociation rulesRetail analytics
Full brief & 2 open datasets →

Telecom customer churn predictor

Predict which mobile customers are about to leave and why.

Mini-projectElectronics, Semiconductors & TelecomPythonClassificationCustomer analytics
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