プロフィール詳細

プロジェクトを作成

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Dr. Ghulam M.に依頼

Pakistan

Freelance Data Scientist & Academic Research Consultant | PhD in AI | Expert in Python, Research Analytics & Scientific

プロフィール概要

I am Dr. Ghulam Mustafa, a dedicated AI researcher and data scientist with a Ph.D. in Computer Science from the University of Engineering and Technology (UET), Taxila. My academic journey is distinguished by multiple gold medals and a consistent record of excellence, from undergraduate to doctoral studies. I currently serve as an Assistant Professor at Shifa Tameer-e-Millat University (STMU), where I teach and supervise undergraduate, MS, and PhD research projects in machine learning, scientometrics, natural language processing, and software engineering. My research primarily focuses on author ranking systems, bibliometric analytics, and advanced machine learning techniques for scientific impact modeling. I have published over 18 peer-reviewed articles in high-impact journals such as IEEE Access, PLOS ONE, Scientific Reports, and Heliyon, with a cumulative impact factor of over 53 and more than 200 citations. I also serve as an academic editor and reviewer for leading journals. I possess strong technical skills in Python (Pandas, NumPy, Scikit-learn), Java, C++, and database systems, along with hands-on experience in web and desktop application development. My recent projects include AI-powered systems for gold price prediction and research impact analysis using evolutionary programming and deep learning. I have also contributed to the evaluation of researcher indices, article retractions, and citation-based metrics through both supervised and independent projects. Beyond research, I have held academic leadership roles such as NCEAC Accreditation Coordinator, Admission Head, and Member of Quality Enhancement and Discipline Committees. My work bridges academic insight with applied data science, making me well-suited to deliver expert analysis, machine learning modeling, and academic consulting for diverse scientific domains.

専門分野

• ☆ Python
• ☆ SQL
• ☆ Excel
• ☆ Java
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Tableau
• ☆ Scikit-learn

サービス

• Writing
• Research
• Data & AI
• Product Development

Writing Technical Writing, Copywriting, General Proofreading & Editing

Research Gap Analysis, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Packaging Design, Prototyping, Reverse Engineering

職務経験

ASSISTANT PROFESSOR

Shifa Tameer-e-Millat Univeristy, Islamabad

6月 2025 - 現在

Senior Lecturer

Shifa Tameer-e-Millat Univeristy, Islamabad

3月 2022 - 5月 2025

Associate Lecturer

Capital University of Science and Technology, Islamabad.

6月 2020 - 2月 2022

Lab Instructor

Capital university of science and technology, Islamabad

9月 2017 - 4月 2020

学歴

PhD Computer Science

University of Engineering and Technology, Taxila

9月 2021 - 2月 2025

MS Computer Science

Capital Univeristy of Science and Technology, Islamabad

1月 2018 - 1月 2020

BS Software Engineering

COMSATS Institute of Information Technology, Abbottabad - Pakistan

1月 2013 - 1月 2017

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Ghulam Mustafa, Hafiza Zarafshan Mukhtiar, Muhammad Tanvir Afzal (2025). Enhancing researcher evaluation in computer science: a novel index for impact assessment . Knowledge and Information Systems.

Ghulam Mustafa, Muhammad Tanvir Afzal, Abid Rauf, Muhammad Abdullah Khan (2025). Beyond publication numbers: a novel approach to academic ranking using evolutionary programming . Evolutionary Intelligence.

Ghulam Mustafa, Asifa Kanwal, Nayyer Masood, Maryam Abdul Ghafoor, Samreen Ayaz (2025). MK-SMOTE and M-SMOTE: enhanced techniques for handling class imbalance problem . Iran Journal of Computer Science.

Ghulam Mustafa, Bilal Ahmed, Li Wang, Waqar Hussain, Muhammad Tanvir Afzal (2025). Investigating scholarly indices and their contribution to recognition patterns among awarded and non-awarded researchers . International Journal of Data Science and Analytics.

Ghulam Mustafa, Abid Rauf, Muhammad Tanvir Afzal (2024). GK index: bridging Gf and K indices for comprehensive author evaluation . Knowledge and Information Systems.

ghulam mustafa, Abid Rauf, Muhammad Tanvir Afzal (2024). MRET: Modified Recursive Elimination Technique for ranking author assessment parameters . PLOS ONE.

ghulam mustafa, Abid Rauf, Ahmad Sami Al-Shamayleh, Muhammad Tanvir Afzal, Ali Waqas, Adnan Akhunzada (2024). Defining quantitative rules for identifying influential researchers: Insights from mathematics domain . Heliyon.

Ghulam Mustafa, Abid Rauf, Muhammad Tanvir Afzal (2024). Enhancing author assessment: an advanced modified recursive elimination technique (MRET) for ranking key parameters and conducting statistical analysis of top-ranked parameter . International Journal of Data Science and Analytics.

Mustafa, Ghulam, Adnan, Syed M, Ahmad, Wakeel, Mahmood, Ishtiaque, Dattana, Vishal, others(2024). Enhancing Text Mining Efficiency Using an Effective Topic Modeling Approach. Technical Journal. 29. (01). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 39--46.

Mustafa, Ghulam, Shah, Syed Muhammad Ahmed Hassan, Ullah, Asad, Iqbal, Jawaid, Bourouis, Sami, Ullah, Syed Sajid, Hussain, Saddam, Khan, Muhammad Qasim, Shah, Yaser Ali (2023). Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder . IEEE Access.

Mustafa, Ghulam, Rauf, Abid, Ahmed, Bilal, Afzal, Muhammad Tanvir, Akhunzada, Adnan, Alharthi, Salman Z. (2023). Comprehensive Evaluation of Publication and Citation Metrics for Quantifying Scholarly Influence . IEEE Access.

Mustafa, Ghulam, Ahmed, Bilal, Wang, Li, Afzal, Muhammad Tanvir, Akhunzada, Adnan (2023). Evaluating the Effectiveness of Author-Count Based Metrics in Measuring Scientific Contributions . IEEE Access.

Mustafa, Ghulam, Rauf, Abid, Al-Shamayleh, Ahmad Sami, Ahmed, Bilal, Alrawagfeh, Wagdi, Afzal, Muhammad Tanvir, Akhunzada, Adnan (2023). Exploring the Significance of Publication-Age-Based Parameters for Evaluating Researcher Impact . IEEE Access.

Mustafa, Ghulam, Rauf, Abid, Al-Shamayleh, Ahmad Sami, Sulaiman, Muhammad, Alrawagfeh, Wagdi, Afzal, Muhammad Tanvir, Akhunzada, Adnan (2023). Optimizing Document Classification: Unleashing the Power of Genetic Algorithms . IEEE Access.

Mustafa, Ghulam, Usman, Muhammad, Afzal, Muhammad Tanvir, Shahid, Abdul, Koubaa, Anis (2021). A Comprehensive Evaluation of Metadata-Based Features to Classify Research Paper's Topics . IEEE Access.

Mustafa, Ghulam, Usman, Muhammad, Yu, Lisu, Afzal, Muhammad Tanvir, Sulaiman, Muhammad, Shahid, Abdul (2021). Multi-label classification of research articles using Word2Vec and identification of similarity threshold . Scientific Reports.