Responsibilities include:

• Apply AI and ML in different areas such as Software Containers, Web Services, Software Refactoring, and Software Quality.
• Work under the supervision of Dr. Marouane Kessentini (Dean, College of Computing, Grand Valley State University)

Responsibilities include:

• Teaching Graduate Courses (CSI 4150/5160 Integrated Computing Systems)
• Teaching labs: Undergraduate: Software Engineering, Game Design, and Human-Computer Interaction (HCI).

Selected as a NSF Intern, fully funded by NSF and working with Instadeep. Responsibilities include:

• Working on a workshop manual assistant for FORD technicians using RAG.

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%