Muhammad Luqman Naseem (黄焯楷)

Artificial Intelligence Researcher@Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies.
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Summary

🎓 PhD in Computer Science | AI Security | Adversarial Machine Learning | Model Robustness | LLM | Privacy Tech Enthusiast. I am a PhD researcher in Computer Science at Harbin Institute of Technology, Shenzhen, specializing in adversarial machine learning (AML), privacy-preserving techniques, and model robustness. My research focuses on developing secure deep learning frameworks to defend against adversarial examples (AE), backdoor attacks, and data leakage. I aim to enhance the robustness of AI systems in real-world applications, including autonomous systems, medical diagnostics, and edge computing. My current research emphasizes integrating defense mechanisms into large language models (LLM) and federated learning (FL) systems, bridging academic advances and industrial deployment of privacy-aware, secure AI Systems. With a foundation in software engineering and over 5+ years of IT industry experience, I combine theoretical insight with practical implementation. My current research applies advanced adversarial defense and privacy techniques in real-world AI applications, including autonomous systems, healthcare, and edge devices. I’m deeply interested in bridging the gap between secure AI research and its industrial deployment, especially through interpretable, resilient, and privacy-aware machine learning systems. 🤝 I'm open to academic collaborations, research positions, or industry roles focused on secure and ethical AI development Systems.

Work experience

  • Artificial Intelligence Researcher

    Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies.
    2022.08-Current(4 years)
  • Researcher at Research Center for Cross Media Artificial Intelligence

    Northeastern University (CN)
    2021.03-2022.07(a year)
  • Software Engineer

    Neusoft
    2020.09-2021.03(7 months)
  • IT Executive

    Evyol Group
    2017.12-2019.08(2 years)
  • Network Engineer

    Gourmet Pakistan
    2016.01-2017.12(2 years)
  • Software Developer

    Software Technologies
    2015.07-2015.10(4 months)
  • Field Service Engineer

    Ericsson Pakistan
    2014.07-2014.10(4 months)

Educational experience

  • Harbin Institute of Technology, Shenzhen

    Doctor of Philosophy - PhD, Computer Science
    2022.01-2022.01
  • Northeastern University (CN)

    MS Software Engineering
    2019.01-2022.01(3 years)
  • University of Education Lahore

    Bachelor’s Degree, Information Technology
    2012.01-2016.01(4 years)
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