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Machine Learning Software Engineering

Location:
Najaf, Iraq
Posted:
October 10, 2023

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Resume:

CURRICULUM VITAE

Mohammed Hassan Ali

+964**********

ad0ale@r.postjobfree.com

ad0ale@r.postjobfree.com

ad0ale@r.postjobfree.com

Google Scholar: https://scholar.google.com/citations?user=uJgmUjIAAAAJ&hl=en Research Gate: https://www.researchgate.net/profile/Mohammed-Ali-101 Over the past six years, my proficiency has widened and has turned into education-orientated. Along the juggle between lecturing and researching, and creating student-focused activities at Malaysia Pahang University, Faculty of Computer Systems and Software Engineering. I completed my Ph.D. study and published research papers in several high-impact factor journals within the fields of Machine learning, Security. Currently, I am working on Machine Learning, Python/Machine Learning, Data Scientist, internet of things (IoT), Health Care system5G, cyber security and Software Engineering. I am highly motivated to contribute and serve the computer science and technology industry with my knowledge.

The Ph.D experience is crucial to my current stint as a Kufa lecturer at the Faculty of Computer Science and Mathematics and Researcher at Computer Techniques Engineering Department, Faculty of Information Technology Imam Ja’afar Al-sadiq University. With an ongoing research project to my name entitled “Machine Learning Technique Applications based on security tools”, co-authored with two associate professors with their research groups.

Learning Methods

My approach to student education has shifted from an emphasis on my teaching, to a more central focus on student learning and to a more holistic realization that these are two inseparable aspects of the same whole. Teaching and learning is a holistic process where there is a co-creation of meaning between a student and the educator. Reflecting on my beliefs regarding teaching and learning, I find that my mission as an educator includes: 1. To promote active learning.

2. To spark learner enthusiasm for learning.

3. To afford a strong foundation for lifelong learning. EDUCATION

Mar 2016 – Dec 2019 University Malaysia Pahang

PHD in Computer System and Software Engineering

Thesis: Fast Learning Network with Improved Particle Swarm Optimization for Intrusion Detection System

Malaysia

Feb 2012 – Jun 2014 University Technical Malaysia Melaka Malaysia M.S. in Computer Engineering

Sep 2007- May 2011 Islamic University of Najaf Iraq Major: Computer Technical Engineering

LEADERSHIP & AWARDS

Jan 2021 Publication talk: increase your citation-curate your profiles, by Assoc. Prof. Dr. Fairuz Bin Abdullah by Institute of Informatics and Computing in Energy (IICE), UNITEN Dec 2020 Workshop on publishing short articles / communications by Bo Nørregaard Jorgensen, by Institute of Informatics and Computing in Energy (IICE), UNITEN Feb 2017 Presenter at the 2nd International Conference on Computer Science and Telecommunication Engineering

(COMSCET) in Dubai

Nov 2016 Presenter at the Computer Science and Telecommunication Engineering International Conference

(CSTE2016) in Dubai

Aug 2015 Diploma in Human Resources Management from the Canadian Training Center of Human Development

(CTCHD) in Kuala Lumpur

Aug 2015 Fellowship Delegate at the Asia-Pacific Advance Network (APAN) 40th Meeting in Kuala Lumpur Aug 2015 Diploma in Project Management from the Canadian Training Center of Human Development (CTCHD) in Kuala Lumpur

Feb 2014 Completion of Advanced Research Methodology Course at the FILSPay Academy RESEARCH AND TEACHING ASSISTANT

Kufa University

Editor in Journal of Kufa for Mathematics and Computer

Lecturer in the Faculty of Mathematics Science and Computer, Computer science Department

Head of the smart lab which focus on machine learning and Artificial Intelligence Applications Imam Ja'afar Al-Sadiq University

Head of Labs in department of Department of Computer Techniques Engineering

Editor in Journal of Research in International Business and Management

Guest Editor International Journal of Computational Intelligence and Applications (IJCIA). University of Malaysia Pahang, Kuantan, Malaysia

Assisting in postgraduate colloquiums and events. I have appointed as faculty postgraduate colloquium committee.

Help in teaching classes and labs for both graduate and undergraduate.

Conducting research within the department of software engineering.

Assisting in several research projects under GRADUATE RESEARCH ASSISTANCE (GRA)

Researcher at UMP

Conduct training courses for a different level of proficiency related to computer skills. Develop a tutoring plan that fits the student’s individual needs. Complete required Tutoring Theory and Practice I the first semester of tutoring; Tutoring Theory and Practice class the second semester.

Contact assigned students within one day of receiving the assignment. Supervisor for postgraduate student

Second supervisor for PhD student in Universiti Utara Malaysia, computer science Faculty with thesis title “A Collective Cyber Threat Intelligence Framework for Incidence Identification." 2022

Main Supervisor for Master student in Islamic University of Lebanon (IUL), Computer Engineering with thesis title “ Intrusion Detection System Based on Deep Learning” 2022

Second Supervisor for master student in Universiti Putra Malaysia in computer science Faculty with thesis title” Artificial Intelligence Application for drone enhancement”.2019

Second Supervisor for master student in Universiti Kebangsaan Malaysia in computer science Faculty with thesis title “kalman filter and neural network based vehicle positioning”2017 PUBLICATIONS

Smart logistics with IoT-based enterprise management system using global manufacturing,MQ Alsudani, MM Jaber, MH Ali, SK Abd, A Alkhayyat… - Journal of Combinatorial Optimization, 2023 (ISI)

Simulation research on the collision between freight cars and expressway three-wave beam steel guardrail MM Jaber, MH Ali, SK Abd, AS Abosinnee, RQ Malik - Multimedia Tools and Applications, 2023(ISI)

Brain Tumor Classification Using Meta-Heuristic Optimized Convolutional Neural Networks SZ Kurdi, MH Ali, MM Jaber, T Saba, A Rehman… - Journal of Personalized Medicine, 2023 (ISI)

A Machine Learning-Based Semantic Pattern Matching Model for Remote Sensing Data Registration MM Jaber, MH Ali, SK Abd, MM Jassim, A Alkhayyat… - Journal of the Indian Society of Remote Sensing, 2022 (ISI)

Cloud-Based ERP System Adoption in Iraqi SMEs: A Qualitative Approach to Identify and Evaluate the Affecting Factors.GJ Mohammed, BBM Aboobaider, S Alyousif… - Computer Integrated Manufacturing Systems, 2022 (ISI)

Model for wireless image correlation assisted by sensors based on 3D display technology. MH Ali, MM Jaber, SK Abd, A Alkhayyat, HA Jameel - Optik, 2022(ISI)

Prediction of strength and analysis in self-compacting concrete using machine learning based regression techniques.SA Rajakarunakaran, AR Lourdu, S Muthusamy,Advances in Engineering Software, 2022 (ISI)

Q-learning based task scheduling and energy-saving MAC protocol for wireless sensor networkss, MM Jaber, MH Ali, SK Abd, MM Jassim, A Alkhayyat… - Wireless Networks, 2022 (ISI)

Prediction of strength and analysis in self-compacting concrete using machine learning based regression techniques SA Rajakarunakaran, AR Lourdu, S Muthusamy… - Advances in Engineering Software, 2022(ISI)

Internet of Things security framework based on near field communication with Otway Rees protocol MM Jaber, S Yussof, MH Ali, S Khalil Abd, MM Jassi- TRANSACTIONS ON EMERGING …, 2022(ISI)

Improving coal mine safety with internet of things (IoT) based Dynamic Sensor Information Control System. MH Ali, WK Al-Azzawi, MM Jaber, SK Abd, A Alkhayyat… - Physics and Chemistry of the Earth, Parts A/B/C, 2022(ISI)

Application Of Image Encryption Based Improved Chaotic Sequence Complexity Algorithm In The Area Of Ubiquitous Wireless Technologies, Wireless Networks Journal (Springer) with IF=2.545,2022 (ISI)

Resnet-Based Deep Learning Multilayer Fault Detection Model-based Fault Diagnosis, Production Planning & Control Journal (Taylor Francis) with IF=7.044,2022 (ISI)

Big Data Analysis And Cloud Computing For Smart Transportation System Integration, journal of combinatorial optimization (Springer),2022

Improving Coal Mine Safety with Internet of Things (IoT) Based Dynamic Sensor Information Control System, Journal of the Indian Society of Remote Sensing (Springer) with IF= 1.894,2022 (ISI)

Remotely Monitoring COVID-19 Patient Health Condition Using Metaheuristics Convolute Networks from IoT-Based Wearable Device Health Data. MM Jaber, T Alameri, MH Ali, A Alsyouf, M Al-Bsheish… - Sensors, 2022 (ISI)

Harris Hawks Sparse Auto-Encoder Networks for Automatic Speech Recognition System MH Ali, MM Jaber, SK Abd, A Rehman, MJ Awan… - Applied Sciences, 2022 (ISI)

Threat Analysis and Distributed Denial of Service (DDoS) Attack Recognition in the Internet of Things

(IoT). MH Ali, MM Jaber, SK Abd, A Rehman, MJ Awan… - Electronics, 2022(ISI)

Review of Intrusion Detection Systems Based on Machine Learning MH Ali, K Al-Jawaheri, MM Adnan, SR Waheed… - 2021 4th International Iraqi Conference on Engineering …, 2021

Proposed intelligence systems based on digital Forensics. HI Sahib, MQ AlSudani, MH Ali, HQ Abbas, K Moorthy… - Materials Today: Proceedings, 2021

A Review of Methods for The Image Automatic Annotation MM Adnan, MSM Rahim, K Al-Jawaheri, K Neamah - Journal of Physics: Conference Series, 2021

A survey and analysis on image annotation MM Adnan, MSM Rahim, K Al-Jawaheri, MH Ali… - 2020 3rd International Conference on Engineering …, 2020

Ali, Mohammed Hasan, and Mohamed Fadli Zolkipli. "Model of Improved a Kernel Fast Learning Network Based on Intrusion Detection System." International Conference on Intelligent Computing & Optimization. Springer, Cham, 2018. (ISI)

Ali, Mohammed Hasan, and Mohamad Fadli Zolkipli. "Intrusion-Detection System Based on Fast Learning Network in Cloud Computing." Advanced Science Letters 24.10 (2018): 7360-7363.

Ali, Mohammed Hasan, et al. "A new intrusion detection system based on Fast Learning Network and Particle swarm optimization." IEEE Access 6 (2018): 202**-*****. (ISI)

Ali, Mohammed Hasan, et al. "Enhance of extreme learning machine-genetic algorithm hybrid based on intrusion detection system." J. Eng. Appl. Sci 12.16 (2017): 4180-4185.

Ali, Mohammed Hasan, Mohammed Abdulameer Mohammed, et al. An Improved Fast Learning Network with Harmony Search based on Intrusion-Detection System. 2019, Journal of Computational and Theoretical Nanoscience.

Mohammed Abdulameer Mohammed Mohammed Hasan Ali, Kohbalan Moorthy, et al. Propose a New Machine Learning Algorithm based on Cancer Diagnosis. 2018, Journal of Advanced Research in Dynamical and Control Systems. P.P 186-194.

Kadhum, L.M., Zolkipli, M.F. and Alsariera, Y.A., 2017. A review of challenges and security risks of cloud computing. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9(1-2), pp.87- 91.

Mohammed Hasan Ali, Mohamad Fadli Zolkipli, Ngahzaifa Binti Ab. Ghani and Mohammed Abdulameer Mohammed, 2016. Intrusion Detection System Framework Based on Machine Learning for Cloud Computing. Journal of Engineering and Applied Sciences, 11: 3279-3284.

Kamal, S.U.M., Saad, H., Jaber, M.M., Ali, M.H. and Dhafer, K., 2016. The Design Trends of Keystream Generator for Stream Cipher for High Immunity Attacks. In Advanced Computer and Communication Engineering Technology (pp. 877-889). Springer, Cham.

Mohammed Hasan Ali, Mohamad Fadlizolkipi, Ahmad Firdaus. A hybrid Particle swarm optimization – Extreme Learning Machine approach for Intrusion Detection System. 2019. In conference 17th IEEE SCOReD.

Mohammed, Mohammed Abdulameer, Burhanuddin Mohd Aboobaider, Huda Ibrahim, Harith Azam Abdullah, Mohammed Hassan Ali, Mustafa Musa Jaber, and Aymen Shawkat. "E-government and its challenges in developing countries: Case study Iraqi e-government." The Social Sciences 11, no. 17 (2016): 4310-4319.

Mohammed Hasan Ali, Mohamad Fadli Zolkipli and Mohammed Abdulameer Mohammed, 2016. Optimize Machine Learning Based Intrusion Detection for Cloud Computing: Review Paper. Journal of Engineering and Applied Sciences, 11: 3254-3264.

REVIEWING EXPERIENCE

2019 International Conference on Soft Computing & Machine Learning(SCML2019) April 26th-29th, Wuhan, China

Applied Artificial Intelligence

Journal of Computers and Security

5th International Conference on Energy and Environment 2019, (ICEE 2019) at Bangi Resort Hotel, Selangor, Malaysia, on 10th – 11th July 2019.

2019 2nd International Conference on Computer Applications & Information Security (ICCAIS).

Journal of Ambient Intelligence and Humanized Computing, Springer (ISI)

IEEE Access: The Multidisciplinary Open Access Journal IEEE Access(ISI)

Computers and Security Journal

Journal of Ambient Intelligence & Humanized Computing (AIHC) (ISI) SOFT SKILLS

Flexibility within time, work scopes, team work and leadership

Creativity in problem-solving and finding alternative solutions

Very good communication skills and ability to deliver complex ideas in a simplified way.

Ability to lead and manage teams and organizations on macro and micro basis.

Organized, educated, and fast learner

Good debater

HARD SKILLS

Advanced computer skills in Microsoft Office, Outlook, MATLAB, Python/Machine Learning

Advanced research methods, survey creation and high ability for work as leader or participant (work by group) in research projects.

Reviewing, implementing and monitoring policies for different IT projects

Cyber security projects

Search Engine, Exploratory Search, Faceted Search, Data Mining, Cloud Application, and Information Retrieval, E-Learning.

Computer Systems and Network: Operating System, Data Communication, Parallel Programming. Distributed Systems, Grid and Cloud Computing, Software Engineering, Advanced Software Testing.

Other: SPSS, Linux (Ubuntu), Windows OS.

ASSOCIATION MEMBERSHIPS

Registered member at Iraqi Engineers Union

Institute of Electrical and Electronics Engineers (IEEE) REFERENCES

Mohamad Fadli bin Zolkipli (Assistant

Professor)

Associate Professor

Department of Systems and Networking

College of Information Technology

Universiti Utara Malaysia

Malaysia

Email: ad0ale@r.postjobfree.com

Telephone: +601******** (M), 04-928**-******

(O)

Ex. Comm., IEEE Malaysia Section

Ex. Comm., IEEE Computer Malaysia Chapter

Secretariat, Academic Grid Malaysia

Mustafa Musa Jaber.

Senior lecturer

Department of Computing

College of Information Technology

Dijlah University College

Iraq

Fakhrud Din (Assistant Professor)

Senior lecturer

Department of Computer

Science & Information

Technology

College of Information Technology

University of Malakand

Pakistan

Email: ad0ale@r.postjobfree.com

009************

Email: ad0ale@r.postjobfree.com



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