プロフィール詳細

プロジェクトを作成

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Dr. Omer A.に依頼

Pakistan

PhD CS | Thesis Support: Methodology, Experiments, and Documentation

プロフィール概要

I’m a PhD in Computer Science (June 2024) with 15+ years of university teaching and research experience. I have been a Lecturer at The Islamia University of Bahawalpur since November 2009, teaching undergraduate and graduate courses such as Object-Oriented Programming, Web Development, Data Structures & Algorithms, Design & Analysis of Algorithms, and Visual Programming, while also mentoring students in projects and career development. My research work is strongly practice-oriented. In my PhD, I developed an automated parameter estimation approach for the DENCLUE clustering algorithm using Differential Evolution, aimed at improving clustering reliability across datasets with arbitrary shapes and varying densities. I also developed EPLag, a two-layer source-code plagiarism detection system that combines source-code metrics with Greedy String Tiling to improve both speed and accuracy of plagiarism detection. In addition, I have built ML-driven recommender systems using web usage mining and log analysis. Alongside academia, I bring industry experience as a Software Engineer at NetSol Technologies (2008–2009), working on business-critical applications with strong emphasis on quality, testing, and maintainability. How I can help clients on Kolabtree: research design and methodology, SLR support, experiment planning, data analysis and prototyping (Python), manuscript/LaTeX support, and building research-grade prototypes in web and software systems (e.g., React/Next.js, databases, and related tooling).

専門分野

• ★ Machine Learning
• ★ Computer Science Education
• ☆ Computer Science
• ☆ Data Analysis
• ☆ Python
• ☆ Matlab
• ☆ SQL
• ☆ Java
• ☆ Tensorflow
• ☆ R
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Markup Languages

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Gap Analysis, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Data Processing

Product Development Formulation, Manufacturing, Concept Development, Packaging Design, Prototyping, Reverse Engineering

職務経験

The Islamia University of Bahawalpur Pakistan

11月 2009 - 現在

Software Engineer

Netsol Technologies Inc.

5月 2008 - 11月 2009

学歴

Doctor of Philosophy

The Islamia University of Bahawalpur

10月 2016 - 9月 2024

認定資格

• Introduction to Python

  DataCamp

  https://www.datacamp.com/completed/statement-of-accomplishment/course/0e5cc9f3fa172f86eb4f0d27d6c3d7df7b1e684d

  1月 2026 - 現在

• Intermediate Python

  DataCamp

  https://www.datacamp.com/completed/statement-of-accomplishment/course/d1ec846074fda011c95e53ff21f79de4de15e225

  1月 2026 - 現在

• Understanding Data Science

  DataCamp

  https://www.datacamp.com/completed/statement-of-accomplishment/course/f692d96f342660f4e7f8aa5230dc7354d3a38482

  1月 2026 - 現在

• Learn HTML and CSS

  Scrimba

  https://scrimba.com/learn-html-and-css-c0p;cert2uNjfK9m1mqRqJGAGmGqtHak8i2oEt4Ysvp

  1月 2026 - 現在

• Learn Flexbox

  Scrimba

  https://scrimba.com/learn-flexbox-c0k;cert2uNjfK9m1mqRqJGAGmGqs3fojG4MGeiVb9G

  1月 2026 - 現在

• Learn CSS Grid

  Scrimba

  https://scrimba.com/learn-css-grid-c02k;cert24zAwJ77fGQtkcBBuxCXY7eYdBhiPocHrPisK

  1月 2026 - 現在

出版物

JOURNAL ARTICLE

Omer Ajmal, Humaira Arshad, Muhammad Asad Arshed, Saeed Ahmed, Shahzad Mumtaz (2024). Robust Parameter Optimisation of Noise-Tolerant Clustering for DENCLUE Using Differential Evolution . Mathematics.

Omer Ajmal, Humaira Arshad, Muhammad Asad Arshed, Saeed Ahmed, Shahzad Mumtaz (2024). Robust Parameter Optimisation of Noise-Tolerant Clustering for DENCLUE Using Differential Evolution . Mathematics.

Omer Ajmal, Shahzad Mumtaz, Humaira Arshad, Abdullah Soomro, Tariq Hussain, Razaz Waheeb Attar, Ahmed Alhomoud (2024). Enhanced Parameter Estimation of DENsity CLUstEring (DENCLUE) Using Differential Evolution . Mathematics.

Omer Ajmal, Shahzad Mumtaz, Humaira Arshad, Abdullah Soomro, Tariq Hussain, Razaz Waheeb Attar, Ahmed Alhomoud (2024). Enhanced Parameter Estimation of DENsity CLUstEring (DENCLUE) Using Differential Evolution . Mathematics.

OTHER

Omer Ajmal, M. M. Saad Missen, Tazeen Hashmat, M. Moosa, Tenvir Ali(2013). EPlag: A two layer source code plagiarism detection system . Eighth International Conference on Digital Information Management (ICDIM 2013). {IEEE}