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Shujaat Haider

@shujaathaider

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I'm researching federated learning for reliable Industrial IoT predictive maintenance.

Pakistan

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What I'm looking for

I'm looking to apply federated learning, machine learning, signal processing, and computer vision to research or engineering work involving Industrial IoT, predictive maintenance, and reliable AI systems.

I'm developing federated learning frameworks for diagnostic analytics in heterogeneous Industrial IoT systems at COMSATS University Islamabad. My research examines data heterogeneity, client clustering, communication-efficient learning, vibration-based condition monitoring, and predictive maintenance.

I've built Python and TensorFlow workflows for federated experimentation, model training, and evaluation. I also developed a Python/OpenCV visual-odometry pipeline using ORB features, Hamming matching, RANSAC, trajectory reconstruction, and automated accuracy-efficiency experiments.

I'm the first author of the accepted Fed-IC paper for the 2026 IEEE International Conference on Intelligent Transportation Systems. Alongside my research, I deliver freelance engineering research, technical reports, literature reviews, and analysis using Python, MATLAB, and Simulink.

Experience

Work history, roles, and key accomplishments

Current

Freelance Research & Technical Writer

Current

Self Employed

Jan 2022 - Present (4 years 8 months)

Conducted research and technical writing for engineering and academic projects, preparing technical reports, literature reviews, and research documentation. Managed client requirements, revisions, and deadlines independently.

Python Matlab Simulink Research Data Analysis