Dr. Hammad Majeed Areas of Interest o Artificial Intelligence and Machine Learning Evolutionary Algorithms Data Mining Image Processing

Possible applications of AI Business – Stock Predictions – Organizing operations – Aug 2001, AI beat humans in a simulated financial trading competition Medical – Medical Diagnosis – Cancer Detection – Mammography Heavy industry – Robots – General Motors uses around 16,000 robots for painting, welding, and assembly

Possible applications of AI (contd…) Toys and Games – Robots for fun Aibo, a robotic dog with intelligent features First widely released robot, Furby Domestic robot for carpet cleaning

Possible applications of AI (contd…) Aviation – Simulators – NASA used it to design an antenna for their space shuttle Others – Optical character recognition – Handwriting recognition – Face recognition, Speech Recognition We have expertise in all the aforementioned areas and are ready to work with/for you

Congestion Detection and Efficient Road Traffic Routing Motivation – Our roads are not enough and ready to handle all this traffic – This traffic needs to be routed to less congested roads – Drivers should be informed of the bottlenecks and deadlocks on the roads concerned to him Goal – Detection of Congestion, and what we call a congestion, dead stop, 5km/hr etc. – Use of adaptive methods to find the most efficient routes Beneficiary – Drivers, Local Transport Authority, General public, Medical facilities (less accidents) Deployment – We like to use a busy hub of capital as a case study and then expand it to other places of the city and country

What you should take back ? Data of the daily transactions of a grocery store Powerful and Intelligent Data Analysis technique Discoveries A ) When men bought diapers on Thursdays and Saturdays, they also tended to buy beer B) Shoppers typically did their weekly grocery shopping on Saturdays C) On Thursdays, they only bought a few items Discoveries A ) When men bought diapers on Thursdays and Saturdays, they also tended to buy beer B) Shoppers typically did their weekly grocery shopping on Saturdays C) On Thursdays, they only bought a few items Men purchased the beer to have it available for the upcoming weekend Measures Taken 1.Move the beer display closer to the diaper display 2.Beer and diapers were sold at full price on Thursdays Measures Taken 1.Move the beer display closer to the diaper display 2.Beer and diapers were sold at full price on Thursdays ? Data Mining

Conclusion Almost all organizations record data Do consider using Data Mining techniques If properly used, it can re-shape your business Bring your data to us and we shall tell you who is your friend and who is cheating you.