NCAI UET Lahore
From research to real-world impact

Projects built for meaningful change.

Explore how NCAI teams frame a challenge, build an AI solution, and measure the difference it can make for people, industry, and Pakistan.

Challenge-led

Every project begins with a real need

Applied AI

Research translated into useful systems

Measurable impact

Outcomes that are clear and human

Project portfolio

See the story behind the solution.

AI Based Attendance System interface preview
ActiveProject visual

AI based automation

AI Based Attendance System

The challenge

Manual sign-in sheets, ID cards, and fingerprint scanners are slow and easy to lose, forget, or fake.

Our approach

A camera recognizes each face in real time and checks it against a stored roll-number database.

Attendance is logged instantly in a companion app.

Face RecognitionLive TrackingSmart Automation
CV/ML Lab
AI Surveillance & People Monitoring interface preview
ActiveProject visual

AI based automation

AI Surveillance & People Monitoring

The challenge

Facilities need accurate footfall information without stationing someone at the door.

Our approach

An IP camera continuously counts people and labels recognized individuals by name and team.

Live counts by gender, employee status, and guest status update as people pass through.

Real-Time AnalyticsPeople CountingVideo Surveillance
CV/ML Lab
Active

AI based automation

Attendance Integrity & On-Seat Verification

The challenge

A morning check-in does not prove someone remained at their assigned seat throughout a shift.

Our approach

Face recognition and eye-blink liveness checks run random spot verifications at each node.

A live Attendance Integrity Score compares verified presence with reported hours.

Liveness DetectionIntegrity ScoringWorkforce Analytics
CV/ML Lab
Deployed

AI based automation

Vehicle Analytics & License Plate Recognition

The challenge

Handwritten gate registers are slow and prone to error.

Our approach

A gate camera reads number plates and classifies vehicles as they approach.

Entries and exits log automatically; fleet vehicles can trigger alerts. The system is deployed at UET Lahore.

License Plate RecognitionGate AutomationFleet Alerts
CV/ML Lab
JudicialGPT interface preview
ActiveProject visual

Legal AI

JudicialGPT

The challenge

Legal research, drafting, and case review take up time needed for casework.

Our approach

A purpose-built legal assistant combines judgment search, drafting, law agents, and voice or text input.

A personalized workspace helps legal professionals search, draft, and summarize without switching tools.

Legal AIDocument SummarizationConversational Search
CV/ML Lab
STEAMX interface preview
ActiveProject visual

Education AI

STEAMX

The challenge

Board and entry-test students need answers they can trust and that remain aligned to the syllabus.

Our approach

A bilingual tutor grounds answers in official textbook content and reads handwritten notes through OCR.

Step-by-step explanations target 95%+ accuracy and sub-three-second responses, with practice and teacher tools.

Explainable AIBilingual LearningEdTech
GenAI Lab

How we present a project

Make every project easy to understand.

A strong portfolio entry is not just a title. It lets visitors quickly see the purpose, the AI work, the people involved, and why the result matters.

Start a collaboration

1. Context

State the challenge and the community or sector it serves.

2. AI approach

Explain the model, data, or system in simple, useful language.

3. Team & partners

Credit the lab, researchers, and collaborating organizations.

4. Evidence of impact

Share milestones, outcomes, or the next step in the work.

Partner with NCAI

Have a challenge worth solving?

Bring your research question, public-service need, or industry opportunity to our AI community.

Talk to our team