Kyungpook National University, South Korea, Master of Science, GPA 3.88 / 4.3
Major: Evolutionary Computation and Intelligent Systems (ECIS) Lab
School of Electronics Engineering

Thesis: “Evolutionary Multi/Many-Objective Approaches for Next Release Optimization Problem”

1. Hierarchical approaches for Many-objective optimization. The proposed approach:
• Utilizes the advantages provided by the AENS approach and shift-based density estimation to improve the performance of PDMOEAs in handling the MaOPs.
• Aims at balancing both the convergence and diversity.
• Employs Pareto-dominance along with approximate non-dominated sorting and Shift-based density estimation in the mating and environmental selections to select and preserve better solutions respectively
2. Multi/Many-objective Approaches for Next Release Problem. With proposed approaches:
• five objectives formulation examined in the Many Next Release Problem to propose a general method to explore solutions to the Many NRP, involving: maximum the customer profits, minimum the requirement costs, coverage of requirements for customers, fairness of customers, and fairness of resource allocation.

Universitas Harapan Medan, Indonesia, Bachelor of Engineering, GPA 3.49 / 4.0
Major: Informatics Engineering

Thesis: “Web Based Project Management Platform with Waterfall Development Method”

• Provide a basis to monitor and control project activities.
• Determine how best to allocate resources so peoples can achieve the project goal.
• Assess how time delays will impact the project.
• Can figure out where excess resources are available to allocate to other projects.
• Provide a basis to help peoples to track project progress.

1. Design
• Adobe Photoshop
• CorelDraw
• Adobe Illustrator
• AutoCAD
• 3DMax
2. Programming
• PHP
• SQL
• CSS
• Java
3. Animation
• 2D Animation
• 3D Animation
4. Video
• Video recording
• Video editing
5. Audio
• Audio recording
• Audio editing