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14 project ideas · free open datasets

Project ideas for Biotechnology, Microbiology & Life Sciences Students

Modern biology is a data subject: genomes, proteins, microbes and experiments produce more data than anyone can read by hand. These briefs suit biotechnology, microbiology, biochemistry, genetics, bioinformatics and life sciences students who want a computational project.

Each one starts from a free, open dataset, so you can do serious analysis without a wet lab.

B.Sc / M.Sc BiotechnologyB.Sc / M.Sc MicrobiologyB.Sc / M.Sc BiochemistryB.Sc / M.Sc GeneticsB.Sc / M.Sc BioinformaticsB.Sc / M.Sc Life Sciences (Botany, Zoology)Forensic Science
Major projects

Final-year (major) project ideas

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 →

District crop yield prediction with satellite and weather data

Predict crop yields for Indian districts before harvest from weather and satellite data.

Major projectAgriculture & FoodPythonRemote sensingGeospatial analysis
Full brief & 3 open datasets →

Drug activity prediction for a target protein

Predict which molecules will be active against a disease target, to shortlist compounds for testing.

Major projectPharma & Life SciencesPythonCheminformaticsRDKit
Full brief & 2 open datasets →

Urban air-quality early warning for Indian cities

Forecast pollution levels a day ahead and warn residents before air turns unhealthy.

Major projectConstruction, Infrastructure & Smart CitiesPythonTime-series forecastingGeospatial basics
Full brief & 3 open datasets →
Mini-projects

Mini-project ideas for a semester

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 →

Protein function classifier from sequences

Predict a protein's family or function from its amino-acid sequence.

Mini-projectPharma & Life SciencesPythonBioinformaticsMachine learning
Full brief & 2 open datasets →

Tomato leaf disease detector

Identify tomato leaf diseases from a phone photo and suggest what to do.

Mini-projectAgriculture & FoodPythonComputer visionTransfer learning
Full brief & 2 open datasets →
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