Hasnain Ali

Hasnain Ali

Research Fellow in the area of applied Machine Learning and Artificial Intelligence for Intelligent Transportation Systems.

Teaching

Introduction to Data Science and Artificial Intelligence

Undergraduate lab, Nanyang Technological University, School of Mechanical and Aerospace Engineering, 2021

In today’s era of Information, ‘Data’ is the new driving force, provided we know how to extract relevant ‘Intelligence’. This course starts with the core principles of Data Science, and then equips you with the basic tool and techniques of data handling, exploratory data analysis, data visualization, data-based inference, and data-focussed communication. The course will also introduce you to the fundamentals of Artificial Intelligence – state space representation, uninformed search, and reinforcement learning. Python is the language of choice to introduce hands-on computational techniques. For more details, refer to Introduction-to-DSAI

Air Traffic Control Tower Operations and Flight Sequencing

Undergraduate lab, School of Mechanical and Aerospace Engineering, 2019

Due to its strategic importance, Singapore is controlling the air traffic flows to and from its neighbouring countries, including Malaysia and Indonesia and covers the South China Sea.

Real-Time Air Traffic Control RADAR Simulator

Undergraduate lab, School of Mechanical and Aerospace Engineering, 2019

Due to its strategic importance, Singapore is controlling the air traffic flows to and from its neighbouring countries, including Malaysia and Indonesia and covers the South China Sea.