Responsibilities include:

• Apply intelligent search and machine learning in different areas such as Software Containers, web services, refactoring, and software quality.
• Work under the supervision of Dr. Marouane Kessentini (kessentini@oakland.edu)

Responsibilities include:

• Assist teachers with lesson preparation, curriculum implementation, teaching, and student mentoring.
• Teaching labs: Undergraduate: Software Engineering, Game Design, and Human-Computer Interaction (HCI).

Responsibilities include:

• Working on a multiobjective PCB grid using Reinforcement learning.

Responsibilities include:

• Working on a Dynamic workload balancer for software containers in FORD smart and connected vehicles using Multi-Objective Optimization Algorithms. Work accomplished under the supervision of Dr. Marouane Kessentini (kessentini@oakland.edu) in collaboration with Ford Motor Company.

Responsibilities include:

• working on a CV analyzer: automatic extraction of information in the resume using Entity Recognition in NLP and preselection of the appropriate resumes to a post description (using TFIDF)

Responsibilities include:

• Building and training machine learning models to predict the effect of code refactoring on code smells and the number of bugs in software with error <5%