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15 project ideas · free open datasets

Project ideas for Arts, Law, Design & Humanities Students

AI is not only for engineers. Text, media, law, design and psychology all have rich open data, and employers value graduates who can work with it. These briefs suit psychology, journalism, English, law, design and hotel management students.

They focus on reading, classifying and presenting information, with your mentor helping on the technical parts.

BA / MA (Psychology)BA / MA (English, Journalism & Mass Communication)BA / MA (Other humanities)Law (LLB / BA LLB / LLM)Design (B.Des / M.Des)Hotel Management & Tourism
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 →

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 →

English–Indian language translation helper

Build and evaluate a translation helper for an Indian language, tuned for one field such as education or health.

Major projectIT, Software & SaaSPythonNLPMachine translation
Full brief & 1 open dataset →
Mini-projects

Mini-project ideas for a semester

Art style classifier and gallery

Recognise painting styles and build a gallery that recommends similar art.

Mini-projectIT, Software & SaaSPythonComputer visionEmbeddings
Full brief & 1 open dataset →

Legal document classifier

Sort legal documents and court decisions by area of law.

Mini-projectIT, Software & SaaSPythonNLPText classification
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 →

Sentiment analysis for Indian languages

Understand what customers feel from reviews written in Indian languages.

Mini-projectIT, Software & SaaSPythonNLPMultilingual models
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