Muhammad Waseem

According to our database, Muhammad Waseem authored at least 78 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Agentic Frameworks for Reasoning Tasks: An Empirical Study.

Zeeshan Rasheed, Malik Abdul Sami, Muhammad Waseem, Kai-Kristian Kemell, Mika Saari, Pekka Abrahamsson

CoRR, April, 2026

LLM-Based Multi-Agent Systems for Code Generation: A Multi-Vocal Literature Review.

Zeeshan Rasheed, Muhammad Waseem, Kai-Kristian Kemell, Mika Saari, Pekka Abrahamsson

CoRR, April, 2026

Context Before Code: An Experience Report on Vibe Coding in Practice.

Md Nasir Uddin Shuvo, Md Aidul Islam, Md Mahade Hasan, Muhammad Waseem, Pekka Abrahamsson

CoRR, March, 2026

Engineering a Governance-Aware AI Sandbox: Design, Implementation, and Lessons Learned.

Muhammad Waseem, Md Aidul Islam, Md Nasir Uddin Shuvo, Md Mahade Hasan, Kai-Kristian Kemell, Jussi Rasku, Mika Saari, Vilma Saari, Roope Pajasmaa, Markku Oivo, Pekka Abrahamsson

CoRR, March, 2026

Carbon-Aware Governance Gates: An Architecture for Sustainable GenAI Development.

Mateen Ahmed Abbasi, Tommi J. Mikkonen, Petri Ihantola, Muhammad Waseem, Pekka Abrahamsson, Niko Mäkitalo

CoRR, February, 2026

Generative AI Adoption in an Energy Company: Exploring Challenges and Use Cases.

Malik Abdul Sami, Zeeshan Rasheed, Meri Olenius, Muhammad Waseem, Kai-Kristian Kemell, Jussi Rasku, Pekka Abrahamsson

CoRR, February, 2026

Understanding the issues, their causes and solutions in microservices systems: An empirical study.

Muhammad Waseem, Peng Liang, Aakash Ahmad, Arif Ali Khan, Mojtaba Shahin, Ali Rezaei Nasab, Tommi Mikkonen, Pekka Abrahamsson

J. Syst. Softw., 2026

Security discussions in quantum software projects on GitHub.

Gastón Márquez, Muhammad Waseem, Tommi Mikkonen

J. Syst. Softw., 2026

Assessing small language models for code generation: An empirical study with benchmarks.

Md Mahade Hasan, Muhammad Waseem, Kai-Kristian Kemell, Jussi Rasku, Juha Ala-Rantala, Pekka Abrahamsson

J. Syst. Softw., 2026

Runtime composition in dynamic system of systems: A systematic review of challenges, solutions, tools, and evaluation methods.

Muhammad Ashfaq, Ahmed R. Sadik, Teerath Das, Muhammad Waseem, Niko Mäkitalo, Tommi Mikkonen

J. Syst. Softw., 2026

Bridging Humans and LLMs: Investigating Human-AI Collaboration in Multi-agent Requirements Analysis for Organizational AI Adoption.

Malik Abdul Sami, Zheying Zhang, Muhammad Waseem, Kai-Kristian Kemell, Zeeshan Rasheed, Tomas Herda, Pekka Abrahamsson

e Informatica Softw. Eng. J., 2026

TERE4AI: A Knowledge Graph-Based Tool for Generating EU AI Act Compliant Requirements.

José Siqueira de Cerqueira, Kai-Kristian Kemell, Muhammad Waseem, Rebekah Rousi, Nannan Xi, Juho Hamari, Pekka Abrahamsson

Proceedings of the Joint Proceedings of REFSQ-2026 Workshops, 2026

From Business Meetings to Requirement Artifacts: An Agentic AI Approach with MARARE.

Malik Abdul Sami, Gessé Evangelista, Kai-Kristian Kemell, Luciana Zaina, Muhammad Waseem, Zheying Zhang, Pekka Abrahamsson

Proceedings of the 2026 International Workshop on Agentic Engineering, 2026

2025

Vibe Coding in Practice: Flow, Technical Debt, and Guidelines for Sustainable Use.

Muhammad Waseem, Aakash Ahmad, Kai-Kristian Kemell, Jussi Rasku, Sami Lahti, Kalle Mäkelä, Pekka Abrahamsson

CoRR, December, 2025

ArchISMiner: A Framework for Automatic Mining of Architectural Issue-Solution Pairs from Online Developer Communities.

Musengamana Jean de Dieu, Ruiyin Li, Peng Liang, Mojtaba Shahin, Muhammad Waseem, Arif Ali Khan, Bangchao Wang, Mst Shamima Aktar

CoRR, October, 2025

From Specification to Service: Accelerating API-First Development Using Multi-Agent Systems.

Saurabh Chauhan, Zeeshan Rasheed, Malik Abdul Sami, Kai-Kristian Kemell, Muhammad Waseem, Zheying Zhang, Jussi Rasku, Mika Saari, Pekka Abrahamsson

CoRR, October, 2025

VAPU: System for Autonomous Legacy Code Modernization.

Valtteri Ala-Salmi, Zeeshan Rasheed, Malik Abdul Sami, Muhammad Waseem, Kai-Kristian Kemell, Jussi Rasku, Mika Saari, Pekka Abrahamsson

CoRR, October, 2025

Quantum Computing as a Service - a Software Engineering Perspective.

Aakash Ahmad, Muhammad Waseem, Bakheet Aljedaani, Mahdi Fahmideh, Peng Liang, Feras M. Awaysheh

CoRR, October, 2025

Decision Models for Selecting Architecture Patterns and Strategies in Quantum Software Systems.

Mst Shamima Aktar, Peng Liang, Muhammad Waseem, Amjed Tahir, Mojtaba Shahin, Muhammad Azeem Akbar, Arif Ali Khan, Aakash Ahmad, Musengamana Jean de Dieu, Ruiyin Li

CoRR, July, 2025

Distributed Approach to Haskell Based Applications Refactoring with LLMs Based Multi-Agent Systems.

Shahbaz Siddeeq, Zeeshan Rasheed, Malik Abdul Sami, Mahade Hasan, Muhammad Waseem, Jussi Rasku, Mika Saari, Kai-Kristian Kemell, Pekka Abrahamsson

CoRR, February, 2025

Large Language Models for Code Generation: The Practitioners Perspective.

Zeeshan Rasheed, Muhammad Waseem, Kai-Kristian Kemell, Aakash Ahmad, Malik Abdul Sami, Jussi Rasku, Kari Systä, Pekka Abrahamsson

CoRR, January, 2025

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS.

Muhammad Ashfaq, Ahmed R. Sadik, Tommi Mikkonen, Muhammad Waseem, Niko Mäkitalo

CoRR, January, 2025

Containers as the Quantum Leap in Software Development.

Iftikhar Ahmad, Teemu Autto, Teerath Das, Joonas Hämäläinen, Pasi Jalonen, Viljami Järvinen, Harri Kallio, Tomi Kankainen, Taija Kolehmainen, Pertti Kontio, Pyry Kotilainen, Matti Kurittu, Tommi Mikkonen, Rahul Mohanani, Niko Mäkitalo, Jari Partanen, Roope Pajasmaa, Jarkko Pellikka, Manu Setälä, Jari Siukonen, Anssi Sorvisto, Maha Sroor, Teppo Suominen, Salla Timonen, Muhammad Waseem, Yuriy Yevstihnyeyev, Verneri Äberg, Leif Åstrand

CoRR, January, 2025

Exploring the problems, their causes and solutions of AI pair programming: A study on GitHub and Stack Overflow.

Xiyu Zhou, Peng Liang, Beiqi Zhang, Zengyang Li, Aakash Ahmad, Mojtaba Shahin, Muhammad Waseem

J. Syst. Softw., 2025

Containerization in multi-cloud environment: Roles, strategies, challenges, and solutions for effective implementation.

Muhammad Waseem, Aakash Ahmad, Peng Liang, Muhammad Azeem Akbar, Arif Ali Khan, Iftikhar Ahmad, Manu Setälä, Tommi Mikkonen

J. Syst. Softw., 2025

Allocating distributed AI/ML applications to cloud-edge continuum based on privacy, regulatory, and ethical constraints.

Pyry Kotilainen, Niko Mäkitalo, Kari Systä, Ali Mehraj, Muhammad Waseem, Tommi Mikkonen, Juan Manuel Murillo

J. Syst. Softw., 2025

Architecture decisions in quantum software systems: An empirical study on Stack Exchange and GitHub.

Mst Shamima Aktar, Peng Liang, Muhammad Waseem, Amjed Tahir, Aakash Ahmad, Beiqi Zhang, Zengyang Li

Inf. Softw. Technol., 2025

LLM-Based Multi-agent System for Intelligent Refactoring of Haskell Code.

Shahbaz Siddeeq, Muhammad Waseem, Zeeshan Rasheed, Md Mahade Hasan, Jussi Rasku, Mika Saari, Henri Terho, Kalle Mäkelä, Kai-Kristian Kemell, Pekka Abrahamsson

Proceedings of the Product-Focused Software Process Improvement, 2025

Liquid Artificial Intelligence Through IDSA and GAIA-X Integration.

Muhammad Waseem, Aakash Ahmad, Niko Mäkitalo, Pyry Kotilainen, David Hästbacka, Krista Mätäsniemi, Kari Systä, Tommi Mikkonen

Proceedings of the Advances in Information and Communication, 2025

A Multi-agent LLM System for Automated Requirements Analysis: A Study on User Story Generation and Prioritization.

Malik Abdul Sami, Zheying Zhang, Muhammad Waseem, Kai-Kristian Kemell, Zeeshan Rasheed, Tomas Herda, Md Toufique Hasan, Jussi Rasku, Pekka Abrahamsson

Proceedings of the Software Engineering and Advanced Applications, 2025

Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation.

Md Toufique Hasan, Muhammad Waseem, Kai-Kristian Kemell, Ayman Asad Khan, Mika Saari, Pekka Abrahamsson

Proceedings of the Software Engineering and Advanced Applications, 2025

A Vision for Debiasing Confirmation Bias in Software Testing via LLM.

Iflaah Salman, Muhammad Waseem, Vladimir Mandic, Rasanjana Dhanushkha De Alwis

Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2025

QADL: Prototype of Quantum Architecture Description Language.

Muhammad Waseem, Aakash Ahmad, Tommi Mikkonen, Muhammad Taimoor Khan, Majid Haghparast, Vlad Stirbu, Peng Liang

Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering, 2025

2024

AI based Multiagent Approach for Requirements Elicitation and Analysis.

Malik Abdul Sami, Muhammad Waseem, Zheying Zhang, Zeeshan Rasheed, Kari Systä, Pekka Abrahamsson

CoRR, 2024

A Tool for Test Case Scenarios Generation Using Large Language Models.

Malik Abdul Sami, Zeeshan Rasheed, Muhammad Waseem, Zheying Zhang, Tomas Herda, Pekka Abrahamsson

CoRR, 2024

Experimenting with Multi-Agent Software Development: Towards a Unified Platform.

Malik Abdul Sami, Muhammad Waseem, Zeeshan Rasheed, Mika Saari, Kari Systä, Pekka Abrahamsson

CoRR, 2024

Prioritizing Software Requirements Using Large Language Models.

Malik Abdul Sami, Zeeshan Rasheed, Muhammad Waseem, Zheying Zhang, Tomas Herda, Pekka Abrahamsson

CoRR, 2024

AI-powered Code Review with LLMs: Early Results.

Zeeshan Rasheed, Malik Abdul Sami, Muhammad Waseem, Kai-Kristian Kemell, Xiaofeng Wang, Anh Nguyen, Kari Systä, Pekka Abrahamsson

CoRR, 2024

Large Language Model Evaluation Via Multi AI Agents: Preliminary results.

Zeeshan Rasheed, Muhammad Waseem, Kari Systä, Pekka Abrahamsson

CoRR, 2024

System for systematic literature review using multiple AI agents: Concept and an empirical evaluation.

Malik Abdul Sami, Zeeshan Rasheed, Kai-Kristian Kemell, Muhammad Waseem, Terhi Kilamo, Mika Saari, Anh Nguyen-Duc, Kari Systä, Pekka Abrahamsson

CoRR, 2024

CodePori: Large Scale Model for Autonomous Software Development by Using Multi-Agents.

Zeeshan Rasheed, Muhammad Waseem, Mika Saari, Kari Systä, Pekka Abrahamsson

CoRR, 2024

Can Large Language Models Serve as Data Analysts? A Multi-Agent Assisted Approach for Qualitative Data Analysis.

Zeeshan Rasheed, Muhammad Waseem, Aakash Ahmad, Kai-Kristian Kemell, Xiaofeng Wang, Anh Nguyen-Duc, Pekka Abrahamsson

CoRR, 2024

Autonomous Agents in Software Development: A Vision Paper.

Zeeshan Rasheed, Muhammad Waseem, Malik Abdul Sami, Kai-Kristian Kemell, Aakash Ahmad, Anh Nguyen-Duc, Kari Systä, Pekka Abrahamsson

Proceedings of the Agile Processes in Software Engineering and Extreme Programming - Workshops, 2024

Holon Programming Model: A Software-Defined Approach for System of Systems.

Muhammad Ashfaq, Ahmed R. Sadik, Tommi Mikkonen, Muhammad Waseem, Niko Mäkitalo

Proceedings of the 11th International Conference on Software Defined Systems, 2024

Early Results of an AI Multiagent System for Requirements Elicitation and Analysis.

Malik Abdul Sami, Muhammad Waseem, Zheying Zhang, Zeeshan Rasheed, Kari Systä, Pekka Abrahamsson

Proceedings of the Product-Focused Software Process Improvement, 2024

Enhancing Productivity with AI During the Development of an ISMS: Case Kempower.

Atro Niemeläinen, Muhammad Waseem, Tommi Mikkonen

Proceedings of the Product-Focused Software Process Improvement, 2024

Enhancing Holonic Architecture with Natural Language Processing for System of Systems.

Muhammad Ashfaq, Ahmed R. Sadik, Tommi Mikkonen, Muhammad Waseem, Niko Mäkitalo

Proceedings of the 19th International Conference on Software Technologies, 2024

ChatGPT as a Software Development Bot: A Project-Based Study.

Muhammad Waseem, Teerath Das, Aakash Ahmad, Peng Liang, Mahdi Fahmideh, Tommi Mikkonen

Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering, 2024

Issues and Their Causes in WebAssembly Applications: An Empirical Study.

Muhammad Waseem, Teerath Das, Aakash Ahmad, Peng Liang, Tommi Mikkonen

Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024

2023

AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers.

Arif Ali Khan, Muhammad Azeem Akbar, Mahdi Fahmideh, Peng Liang, Muhammad Waseem, Aakash Ahmad, Mahmood Khan Niazi, Pekka Abrahamsson

IEEE Trans. Comput. Soc. Syst., December, 2023

Software architecture for quantum computing systems - A systematic review.

Arif Ali Khan, Aakash Ahmad, Muhammad Waseem, Peng Liang, Mahdi Fahmideh, Tommi Mikkonen, Pekka Abrahamsson

J. Syst. Softw., July, 2023

Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot.

Beiqi Zhang, Peng Liang, Xiyu Zhou, Aakash Ahmad, Muhammad Waseem

Int. J. Softw. Eng. Knowl. Eng., 2023

Autonomous Agents in Software Development: A Vision Paper.

Zeeshan Rasheed, Muhammad Waseem, Kai-Kristian Kemell, Xiaofeng Wang, Anh Nguyen-Duc, Kari Systä, Pekka Abrahamsson

CoRR, 2023

On the Concerns of Developers When Using GitHub Copilot.

Xiyu Zhou, Peng Liang, Beiqi Zhang, Zengyang Li, Aakash Ahmad, Mojtaba Shahin, Muhammad Waseem

CoRR, 2023

Understanding the Issues and Causes in WebAssembly Application Development: A Mining-based Study.

Muhammad Waseem, Teerath Das, Aakash Ahmad, Peng Liang, Tommi Mikkonen

CoRR, 2023

Using ChatGPT throughout the Software Development Life Cycle by Novice Developers.

Muhammad Waseem, Teerath Das, Aakash Ahmad, Mahdi Fahmideh, Peng Liang, Tommi Mikkonen

CoRR, 2023

Engineering Software Systems for Quantum Computing as a Service: A Mapping Study.

Aakash Ahmad, Muhammad Waseem, Peng Liang, Mahdi Fahmideh, Arif Ali Khan, David Georg Reichelt, Tommi Mikkonen

CoRR, 2023

Practices and Challenges of Using GitHub Copilot: An Empirical Study.

Beiqi Zhang, Peng Liang, Xiyu Zhou, Aakash Ahmad, Muhammad Waseem

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Agile Practices for Quantum Software Development: Practitioners' Perspectives.

Arif Ali Khan, Muhammad Azeem Akbar, Aakash Ahmad, Mahdi Fahmideh, Mohammad Shameem, Valtteri Lahtinen, Muhammad Waseem, Tommi Mikkonen

Proceedings of the IEEE International Conference on Quantum Software, 2023

Full-Stack Quantum Software in Practice: Ecosystem, Stakeholders and Challenges.

Vlad Stirbu, Majid Haghparast, Muhammad Waseem, Niraj Dayama, Tommi Mikkonen

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Examining Privacy and Trust Issues at the Edge of Isomorphic IoT Architectures: Case Liquid AI.

Mamia Agbese, Niko Mäkitalo, Muhammad Waseem, Rahul Mohanani, Pekka Abrahamsson, Tommi Mikkonen

Proceedings of the 13th International Conference on the Internet of Things, 2023

WebAssembly in IoT: Beyond Toy Examples.

Pyry Kotilainen, Viljami Järvinen, Juho Tarkkanen, Teemu Autto, Teerath Das, Muhammad Waseem, Tommi Mikkonen

Proceedings of the Web Engineering - 23rd International Conference, 2023

Artificial Intelligence Procurement Assistant: Enhancing Bid Evaluation.

Muhammad Waseem, Teerath Das, Teemu Paloniemi, Miika Koivisto, Eeli Räsänen, Manu Setälä, Tommi Mikkonen

Proceedings of the Software Business - 14th International Conference, 2023

Towards Human-Bot Collaborative Software Architecting with ChatGPT.

Aakash Ahmad, Muhammad Waseem, Peng Liang, Mahdi Fahmideh, Mst Shamima Aktar, Tommi Mikkonen

Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, 2023

2022

AI Ethics: Software Practitioners and Lawmakers Points of View.

Arif Ali Khan, Muhammad Azeem Akbar, Muhammad Waseem, Mahdi Fahmideh, Aakash Ahmad, Peng Liang, Mahmood Niazi, Pekka Abrahamsson

CoRR, 2022

Towards Process Centered Architecting for Quantum Software Systems.

Aakash Ahmad, Arif Ali Khan, Muhammad Waseem, Mahdi Fahmideh, Tommi Mikkonen

Proceedings of the IEEE International Conference on Quantum Software, 2022

Embracing iterations in Quantum software: a vision.

Arif Ali Khan, Mahdi Fahmideh, Aakash Ahmad, Muhammad Waseem, Mahmood Khan Niazi, Valtteri Lahtinen, Tommi Mikkonen

Proceedings of the 1st International Workshop on Quantum Programming for Software Engineering, 2022

Decision Models for Selecting Patterns and Strategies in Microservices Systems and their Evaluation by Practitioners.

Muhammad Waseem, Peng Liang, Aakash Ahmad, Mojtaba Shahin, Arif Ali Khan, Gastón Márquez

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Ethics of AI: A Systematic Literature Review of Principles and Challenges.

Arif Ali Khan, Sher Badshah, Peng Liang, Muhammad Waseem, Bilal Khan, Aakash Ahmad, Mahdi Fahmideh, Mahmood Khan Niazi, Muhammad Azeem Akbar

Proceedings of the EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022, Gothenburg, Sweden, June 13, 2022

2021

Design, monitoring, and testing of microservices systems: The practitioners' perspective.

Muhammad Waseem, Peng Liang, Mojtaba Shahin, Amleto Di Salle, Gastón Márquez

J. Syst. Softw., 2021

Automated identification of security discussions in microservices systems: Industrial surveys and experiments.

Ali Rezaei Nasab, Mojtaba Shahin, Peng Liang, Mohammad Ehsan Basiri, Seyed Ali Hoseyni Raviz, Hourieh Khalajzadeh, Muhammad Waseem, Amine Naseri

J. Syst. Softw., 2021

Ethics of AI: A Systematic Literature Review of Principles and Challenges.

Arif Ali Khan, Sher Badshah, Peng Liang, Bilal Khan, Muhammad Waseem, Mahmood Niazi, Muhammad Azeem Akbar

CoRR, 2021

A Decision Model for Selecting Patterns and Strategies to Decompose Applications into Microservices.

Muhammad Waseem, Peng Liang, Gastón Márquez, Mojtaba Shahin, Arif Ali Khan, Aakash Ahmad

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

On the Nature of Issues in Five Open Source Microservices Systems: An Empirical Study.

Muhammad Waseem, Peng Liang, Mojtaba Shahin, Aakash Ahmad, Ali Rezaei Nasab

Proceedings of the EASE 2021: Evaluation and Assessment in Software Engineering, 2021

2020

A Systematic Mapping Study on Microservices Architecture in DevOps.

Muhammad Waseem, Peng Liang, Mojtaba Shahin

J. Syst. Softw., 2020

Testing Microservices Architecture-Based Applications: A Systematic Mapping Study.

Muhammad Waseem, Peng Liang, Gastón Márquez, Amleto Di Salle

Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2017

Microservices Architecture in DevOps.

Muhammad Waseem, Peng Liang

Proceedings of the 24th Asia-Pacific Software Engineering Conference Workshops, 2017

2016

Architecting Activities Evolution and Emergence in Agile Software Development: An Empirical Investigation - Initial Research Proposal.

Muhammad Waseem, Naveed Ikram

Proceedings of the Agile Processes, in Software Engineering, and Extreme Programming, 2016