Educational Qualifications:
Master of Science in Systems Engineering and Engineering Management
Institution Name: Fachhochschule Südwestfallen, Soest , 59494, Germany
Department: Department of Electrical Power Engineering
Topic of Thesis: Throughput Maximization using Curiosity based Multi-agent Reinforcement Learning for Job-Shop Scheduling Problems
Bachelor of Science in Industrial and Production Engineering
Institution: Khulna University of Engineering and Technology, Khulna, 9203, Bangladesh
Department: Department of Industrial Engineering and Management
Topic of Thesis: An Approach to Develop a Dynamic Job-Shop Scheduling by Fuzzy Rule Based System and Comparative Study with the Traditional Priority Rules
Professional Experience:
- Faculty Member (Lecturer): February 2021 – Present
Department: Department of Industrial and Production Engineering, MIST, Dhaka 1216, Bangladesh
- Research Assistant: May 2020 – August 2020
Institution: Fachhochschule Südwestfallen, Soest , 59494, Germany
Department: Department of Automation Technology
- Work Student: January 2020 – June 2020
Company: Infineon Technologies AG, Warstein, Germany
Department: Project Management
- Production Engineer: November 2015 – August 2017
Company: Pa Knit Composite Ltd, Mymensingh, Bangladesh
Department: Industrial Engineering
Awards and Honors:
- Dean’s List Scholarship
- Academic session 2013- 2014
- Academic session 2014-2015
- Education Board Scholarship
- Higher Secondary Certificate Exam 2010
- Secondary School Certificate Exam 2008
Technical Skills:
Programming Language: Python, Jupyter
Design Software: AutoCad, SolidWorks
Oprtimization Software: TORA; LINDO
Statstical Software: Minitab
Data Visualization: Python, Power BI, Tableau
MS Office Package: MS Office, MS Project, Excel, PowerPoint
Research Interests:
- Reinforcement Learning
- Machine Learning
- Production Planning and Control
- Manufacturing Engineering
- Supply Chain Management
Research Work:
- Curiosity Based Reinforcement Learning on Robot Manufacturing Cell (IEEE ICIT 2021: International Conference on Industrial Technology, Valencia, Spain)
- An approach to develop a dynamic job shop scheduling by fuzzy rule-based system and comparative study with the traditional priority rules (American Journal of Engineering and Applied Sciences 2016)
- An approach for selecting the optimum and effective combinations of machines based on specific operations using fuzzy multi-criteria decision-making model (International Journal of Scientific & Engineering Research, Volume 6, Issue 10, ISSN 2229-5518)
- Fabrication, Reinforcement and Characterization of Metal Matrix Composites (MMCs) using Rice Husk Ash and Aluminum Alloy (A-356.2) (International Journal of Scientific & Engineering Research, Volume 7, Issue 3, ISSN 2229-5518)
