George Mason University, Fairfax, Va, USA

Recommender systems aim to help users choose products and services. While state-of-the-art recommender systems focus on single products or services and individual users, my ongoing research project will extend recommender systems in three ways: (1) to consider package recommendations ; (2) to deal with multiple, rather than single, criteria associated with recommendations; and (3) to support heterogeneous groups of decision makers with different, or even conflicting, priorities and objectives. Complex group recommender systems having these features are important in many areas including organizational budget planning, investment in public infrastructure such as renewable energy and transportation, and group travel. There has been extensive work on recommender systems and more recently on group multi-criteria package recommenders and on multi-criteria package recommenders based on soliciting user feedback on Pareto-optimal sets, and on iterative improvement. However, many research gaps remain open, which was the focus of my Decision Guidance Management System research. Here I worked under the supervision of Professor Alex brodsky

IUBAT - International University of Business, Agriculture and Technology, Dhaka, Bangladesh

International University of Business Agriculture and Technology is the first non-government university of Dhaka, Bangladesh. It was established in 1991 under the Private University Act 1992.It is considered one of the best private university in Bangladesh. I have worked as a Lecture in Computer Science and Engineering Department for 3.5 years. Following is the list of classes that I have conducted:

• Object Oriented Programming Java
• Fundamental of Computer System and Application
• Compiler Design
• Computer Graphics
• Visual Programming (C#)
• Database
• Data Structure

Key Responsibilities:

• Providing interactive lecture by designing course and, preparing course materials
• Creating questionnaires for exams, assessing students for course work and various projects.
• Performing day to day administrative tasks that assigned to me from CS department head.
• Supervising and counselling students on their academic matters, projects and thesis.
• Training students on Java, C and C# for National and International programming contest.