Dr Satrya Fajri Pratama BCS (Hons), MSc, P.Tech.(ICT)

Lecturer

Department of Computing

Summary

I am a family-oriented man with passion for software development and knowledge sharing, and always keen to learn new things, challenge, and improve myself. I am currently registered as Malaysia Board of Technologists (MBOT) Professional Technologist and holding various professional certifications from Oracle, Google, Apple, Microsoft, Amazon Web Services, Alibaba Cloud, CertNexus, Project Management Institute (PMI), and Certiport. I am also Oracle Academy Instructor, Apple Teacher with Swift Playgrounds Recognition, Microsoft Certified Educator, and AWS Academy Certified Educator, and HRD Corporation TTT Certified Trainer.

Although I am happily working as an academician now, which is actively engaged in teaching and learning, student supervision and pastoral care, research and publication, consultation, and institution and community services activities, I always found immense satisfaction in software development, most notably in Java programming, mobile application and Internet of Things developments, and cloud computing.

About

I am currently holding Oracle Certified Professional: Java SE 11 Developer (formerly Professional and Associate Java SE 8 Programmer) and Cloud Infrastructure 2021 Architect (formerly Associate); Oracle Certified Associate: Cloud Infrastructure 2021 Developer, Security, and Operations; Google Certified Associate Android Developer; Apple App Development with Swift: Certified User (formerly Associate and Level 1); Microsoft Technology Associate: Introduction to Programming Using Python, Java, JavaScript, and HTML and CSS and Database, Software Development, HTML5 Application Development, Networking, Security, Mobility and Device, Windows Operating System, and Windows Server Administration Fundamentals; Microsoft Certified Fundamentals: Azure, Azure AI, Azure Data, Power Platform, Microsoft 365, and Security, Compliance, and Identity; Microsoft Office Specialist: Office 2019 Expert (including Word Expert (formerly Associate), Excel Expert (formerly Associate), Access Expert, PowerPoint Associate, and Outlook Associate); CertNexus Certified Internet of Things (ANSI/ISO/IEC 17024:2012) and Data Science Practitioner; Amazon Web Services Certified Solutions Architect - Associate; Alibaba Cloud Professional: Cloud Computing (formerly Associate), DevOps Engineer, and Cloud Security (formerly Associate); Project Management Institute Project Management Ready; Certiport Certified Application Developer and IT Technical Support Specialist; and Certiport Information Technology Specialist: Java, Python, Databases, Software Development, JavaScript, HTML and CSS, HTML5 Application Development, Networking, Network Security, and Device Configuration and Management. I am also holding Microsoft Certified Educator and Innovative Educator, AWS Academy Certified Educator and Educate Cloud Ambassador, Oracle Academy Instructor, Apple Teacher with Swift Playgrounds Recognition, and HRD Corporation TTT Certified Trainer.

I completed my Bachelor of Computer Science (Software Development) with Honours from Universiti Teknikal Malaysia Melaka in 2010, and was bestowed with Vice Chancellor's Award during my convocation ceremony. Passionate with academic field, I obtained my Master in Information and Communication Technology from the same university in 2013, and at the same time becoming graduate research assistant in this university and part-time lecturers and tutors, seminar and course trainers, consultants, and software developers for various universities, colleges, industries, and Malaysian government agencies. I received scholarships from International Centre for Genetic Engineering and Biotechnology, Italy in 2014 and Universiti Teknikal Malaysia Melaka in 2016 to pursue my Doctor of Philosophy in Information and Communication Technology.

In 2015, I was assigned as visiting researcher at Institute of Information Theory and Automation, Prague, Czech Republic. I was awarded my doctorate in 2017 and conferred with Chancellor's Award for best academic achievements, social contributions, and industrial recognitions upon the graduation ceremony in 2018. Throughout my career, I have published over 35 academic papers, developed over 30 web, desktop, and mobile applications, and joined several international and national professional bodies.

Teaching

Department of Computing

College of Business, Technology and Engineering

Software Development

Internet of Things

Cloud Computing

MSc Computing

BSc Hon Computing

BSc Hon IT with Business

Cloud-Based Project

Designing Cloud-Based Systems

System Architectures and Design Principles

Introduction to Cloud Computing

Publications

Journal articles

Mohd Yusof, N., Muda, A.K., Pratama, S.F., & Abraham, A. (2023). A novel nonlinear time-varying sigmoid transfer function in binary whale optimization algorithm for descriptors selection in drug classification. Molecular diversity, 27 (1), 71-80. http://doi.org/10.1007/s11030-022-10410-y

Zulfikar, W.B., Atmadja, A.R., & Pratama, S.F. (2023). Sentiment analysis on social media against public policy using multinomial naive bayes. Scientific Journal of Informatics, 10 (1), 25-34. http://doi.org/10.15294/sji.v10i1.39952

Pratiwi, L., Choo, Y.H., Muda, A.K., & Pratama, S.F. (2023). Covariance Search Model for Identifying ncRNA using Particle Swarm Optimized Agglomerative Clustering. International Journal of Computer Information Systems and Industrial Management Applications, 15 (2023), 460-468.

Pratiwi, L., Choo, Y.-.H., Muda, A.K., & Pratama, S.F. (2022). Swarm Intelligence-based Hierarchical Clustering for Identification of ncRNA using Covariance Search Model. International Journal of Advanced Computer Science and Applications (IJACSA), 13 (11), 822-831. http://doi.org/10.14569/IJACSA.2022.0131195

Mohd Yusof, N., Muda, A.K., Pratama, S.F., Carbo-Dorca, R., & Abraham, A. (2022). Improving Amphetamine-type Stimulants drug classification using chaotic-based time-varying binary whale optimization algorithm. Chemometrics and Intelligent Laboratory Systems, 229, 104635. http://doi.org/10.1016/j.chemolab.2022.104635

Mohd Yusof, N., Muda, A.K., Pratama, S.F., Carbo-Dorca, R., & Abraham, A. (2022). Improved swarm intelligence algorithms with time-varying modified Sigmoid transfer function for Amphetamine-type stimulants drug classification. Chemometrics and Intelligent Laboratory Systems, 226, 104574. http://doi.org/10.1016/j.chemolab.2022.104574

Mohd Yusof, N., Muda, A.K., Pratama, S.F., & Carbo-Dorca, R. (2022). Amphetamine-type stimulants (ATS) drug classification using shallow one-dimensional convolutional neural network. Molecular diversity, 26 (3), 1609-1619. http://doi.org/10.1007/s11030-021-10289-1

Yusof, N.M., Muda, A.K., & Pratama, S.F. (2021). Swarm Intelligence-Based Feature Selection for Amphetamine-Type Stimulants (ATS) Drug 3D Molecular Structure Classification. Applied Artificial Intelligence, 35 (12), 914-932. http://doi.org/10.1080/08839514.2021.1966882

Pratama, S.F., Muda, A.K., Choo, Y.H., Carbó-Dorca, R., & Abraham, A. (2018). Preparation of translated, scaled, and rotated ATS Drugs 3D molecular structure for the validation of 3D moment invariants-based molecular descriptors. International Journal of Computer Information Systems and Industrial Management Applications, 10, 057-067.

Pratama, S.F., Muda, A.K., & Choo, Y.H. (2018). Arbitrarily substantial number representation for complex number. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-7), 23-26.

Pratama, S.F., Muda, A.K., Choo, Y.-.H., Flusser, J., & Abraham, A. (2017). ATS drugs molecular structure representation using refined 3D geometric moment invariants. Journal of Mathematical Chemistry, 55 (10), 1951-1963. http://doi.org/10.1007/s10910-017-0775-3

Bero, S.A., Muda, A.K., Choo, Y.H., Muda, N.A., & Pratama, S.F. (2017). Similarity Measure for Molecular Structure: A Brief Review. Journal of Physics: Conference Series, 892, 012015. http://doi.org/10.1088/1742-6596/892/1/012015

Pratama, S.F., Muda, N.A., & Salim, F. (2017). Representing ATS drugs molecular structure using 3D orthogonal Fourier-Mellin moments. International Journal of Computer Information Systems and Industrial Management Applications, 9, 135-144.

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Muda, N.A. (2013). SOCIFS feature selection framework for handwritten authorship. International Journal of Hybrid Intelligent Systems, 10 (2), 83-91. http://doi.org/10.3233/his-130167

Conference papers

Yusof, N.M., Muda, A.K., Pratama, S.F., Carbo-Dorca, R., & Abraham, A. (2023). Binary whale optimization algorithm with logarithmic decreasing time-varying modified sigmoid transfer function for descriptor selection problem. Proceedings of the 14th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2022), 673-681. http://doi.org/10.1007/978-3-031-27524-1_65

Mohd Yusof, N., Muda, A.K., Pratama, S.F., & Abraham, A. (2022). Improving Amphetamine-Type Stimulants Drug Classification Using Binary Whale Optimization Algorithm as Relevant Descriptors Selection Technique. In Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021), (pp. 424-432). Springer International Publishing: http://doi.org/10.1007/978-3-030-96302-6_39

Knight, P.E., Muda, A.K., & Pratama, S.F. (2022). Analysis of Feature Selection Method for 3D Molecular Structure of Amphetamine-Type Stimulants (ATS) Drugs. In Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021), (pp. 118-135). Springer International Publishing: http://doi.org/10.1007/978-3-030-96302-6_11

Pratama, S.F., Muda, A.K., Choo, Y.-.H., Carbó-Dorca, R., & Abraham, A. (2021). Using 3D Hahn Moments as A Computational Representation of ATS Drugs Molecular Structure. In Advances in Intelligent Systems and Computing, (pp. 90-101). Springer International Publishing: http://doi.org/10.1007/978-3-030-49345-5_10

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Abraham, A. (2018). Preparation of ATS Drugs 3D Molecular Structure for 3D Moment Invariants-Based Molecular Descriptors. In Hybrid Intelligent Systems, (pp. 252-261). Springer International Publishing: http://doi.org/10.1007/978-3-319-76351-4_26

Bero, S.A., Muda, A.K., Choo, Y.-.H., Muda, N.A., & Pratama, S.F. (2014). Rotation analysis of moment invariant for 2D and 3D shape representation for molecular structure of ATS drugs. 2014 4th World Congress on Information and Communication Technologies (WICT 2014). http://doi.org/10.1109/wict.2014.7077285

Pratama, S.F., Muda, A.K., Abraham, A., & Muda, N.A. (2013). An Alternative to SOCIFS Writer Identification Framework for Handwritten Authorship. 2013 IEEE International Conference on Systems, Man, and Cybernetics. http://doi.org/10.1109/smc.2013.176

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Muda, N.A. (2011). PSO and Computationally Inexpensive Sequential Forward Floating Selection in acquiring significant features for handwritten authorship. 2011 11th International Conference on Hybrid Intelligent Systems (HIS). http://doi.org/10.1109/his.2011.6122132

Book chapters

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Abraham, A. (2017). 3D Geometric Moment Invariants for ATS Drugs Identification: A More Precise Approximation. In Advances in Intelligent Systems and Computing. (pp. 124-133). Springer International Publishing: http://doi.org/10.1007/978-3-319-52941-7_13

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Abraham, A. (2016). Exact Computation of 3D Geometric Moment Invariants for ATS Drugs Identification. In Advances in Intelligent Systems and Computing. (pp. 347-358). Springer International Publishing: http://doi.org/10.1007/978-3-319-28031-8_30

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Abraham, A. (2015). A Comparative Study of 2D UMI and 3D Zernike Shape Descriptor for ATS Drugs Identification. In Pattern Analysis, Intelligent Security and the Internet of Things. (pp. 237-249). Springer International Publishing: http://doi.org/10.1007/978-3-319-17398-6_22

Pratama, S.F., Pratiwi, L., Abraham, A., & Muda, A.K. (2014). Computational Intelligence in Digital Forensics. In Studies in Computational Intelligence. (pp. 1-16). Springer International Publishing: http://doi.org/10.1007/978-3-319-05885-6_1

Pratama, S.F., Muda, A.K., Choo, Y.-.H., & Muda, N.A. (2014). A New Swarm-Based Framework for Handwritten Authorship Identification in Forensic Document Analysis. In Studies in Computational Intelligence. (pp. 385-411). Springer International Publishing: http://doi.org/10.1007/978-3-319-05885-6_16

Muda, A.K., Pratama, S.F., Choo, Y.-.H., & Muda, N.A. (2011). Selecting Significant Features for Authorship Invarianceness in Writer Identification. In Software Engineering and Computer Systems. (pp. 637-651). Springer Berlin Heidelberg: http://doi.org/10.1007/978-3-642-22170-5_55

Satrya Fajri Pratama