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29 project ideas · free open datasets

Project ideas for CSE, IT & AI/ML Students

Computer science and IT projects are judged on one thing in interviews: did you build something that works on real data? These briefs are written like client requests, so your project answers a real problem instead of repeating a textbook exercise.

They suit CSE, IT, AI & ML, data science, cyber security, IoT and the other computing specialisations. Each one lists the skills you will use and links to free, open datasets you can start with today.

CSE (Computer Science & Engineering)CSE (Artificial Intelligence & Machine Learning)CSE (Data Science)Artificial Intelligence & Data ScienceArtificial Intelligence (B.Tech AI)CSE (Cyber Security)CSE (Internet of Things / IoT)CSE (IoT & Cyber Security incl. Blockchain)CSE (Blockchain Technology)CSE (Quantum Computing / Quantum Technologies)CSE (Networks)CSE (Cloud Computing / DevOps)CSE (AR / VR & Gaming)Computer Science & Business Systems (CSBS)Computer Science & DesignComputer Science & Systems EngineeringInformation Technology (IT)Computer Science & Information TechnologyComputer Science & TechnologySoftware EngineeringCSE (Big Data Analytics / Data Analytics)CSE (IoT & Automation)Computer Science & BiosciencesGame Design TechnologyCSE (Regional course, Telugu medium)
Major projects

Final-year (major) project ideas

AI beam selection for 5G mmWave

Pick the best antenna beam for a moving user with machine learning instead of a full beam sweep.

Major projectElectronics, Semiconductors & TelecomPythonWireless communicationsMIMO basics
Full brief & 1 open dataset →

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 →

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 →

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 →

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 →

Network intrusion detection with explainable alerts

Detect attacks in network traffic and explain each alert to a security analyst.

Major projectCybersecurity & Digital TrustPythonNetwork securityImbalanced learning
Full brief & 2 open datasets →

Open-source project health analytics

Score the health of open-source projects from their public GitHub activity.

Major projectIT, Software & SaaSPython or SQLData engineeringBigQuery or DuckDB
Full brief & 2 open datasets →

Predictive maintenance: remaining useful life of jet engines

Predict how many cycles a turbofan engine has left before it needs maintenance.

Major projectAutomotive, EV & AerospacePythonTime seriesDeep learning
Full brief & 1 open dataset →

Real-time payment fraud detection with explanations

Catch fraudulent payments as they happen, with a reason an investigator can check.

Major projectBanking & FintechPythonImbalanced learningXGBoost
Full brief & 2 open datasets →

Road scene understanding for Indian roads

Segment roads, vehicles and people in driving images from Indian traffic.

Major projectAutomotive, EV & AerospacePythonComputer visionSemantic segmentation
Full brief & 3 open datasets →

Skin lesion classification for teledermatology

Classify skin lesion photos to help prioritise teledermatology cases.

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

Stock movement prediction with news sentiment

Combine price history and news sentiment to study short-term moves of NIFTY 50 stocks.

Major projectBanking & FintechPythonNLPTime-series
Full brief & 3 open datasets →

Visual inspection for surface defects

Find scratches, dents and other defects on manufactured parts from camera images.

Major projectManufacturing, Robotics & Industry 4.0PythonComputer visionAnomaly detection
Full brief & 2 open datasets →

Wafer-map defect classification for chip fabs

Recognise defect patterns on silicon wafer maps and link them to process faults.

Major projectElectronics, Semiconductors & TelecomPythonComputer visionCNNs
Full brief & 2 open datasets →
Mini-projects

Mini-project ideas for a semester

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 →

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 →

Log anomaly detector for a web service

Spot unusual behaviour in server logs before users notice an outage.

Mini-projectIT, Software & SaaSPythonLog parsingAnomaly detection
Full brief & 1 open dataset →

Phishing website classifier

Tell phishing websites from genuine ones using features of their address and page.

Mini-projectCybersecurity & Digital TrustPythonClassificationModel explainability
Full brief & 1 open dataset →

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 →

Telecom customer churn predictor

Predict which mobile customers are about to leave and why.

Mini-projectElectronics, Semiconductors & TelecomPythonClassificationCustomer analytics
Full brief & 1 open dataset →

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