Muhammad Bilal Khan

About

M. Bilal Khan is an active researcher and Senior Software Engineer whose work is deeply rooted in AI, ML/DL, and IoT systems.
◆ Agentic AI Systems — Designs and deploys multi-agent LLM frameworks and RAG-augmented workflows for industrial and safety-critical environments, integrating Hugging Face Transformers, LangChain, and LlamaIndex into production-grade pipelines with real-world measurable impact
◆ Computational Intelligence — Applies Bayesian inference, Monte Carlo Simulation, and stochastic computational modelling to complex real-world systems including epidemic transmission modelling, water demand forecasting, and physiological signal interpretation
◆ Modeling & Simulation — Develops ML-based temporal models for anomaly detection in distributed systems, stochastic simulation environments for industrial demand forecasting, and executable Discrete Event Simulation models driven by IoT pipelines
◆ Explainable ML & Reinforcement Learning — Contributes to XAI-integrated reinforcement learning research including explainable edge service caching in content delivery networks, published in Science China Information Sciences with 63 citations
◆ Intelligent Sensing & Healthcare AI — Publishes extensively on AI-driven non-contact sensing, UWB-based patient monitoring, software-defined radio frameworks for sleep apnea detection, and RF-based physiological signal processing
◆ Cloud & Edge AI — Deploys GPU-accelerated inference pipelines, TensorRT-optimised models, and transformer-based LLM systems across AWS, Azure, GCP, and Siemens Industrial Edge nodes under enterprise-grade SLO/SLA constraints
◆ Research Collaborations — Active collaborator with researchers at the University of Liverpool, Lancaster University, and Xidian University across AI, sensing, and computational modelling research
◆ Professional Memberships — IEEE Computer Society (Oct 2024–Present) · Association for the Advancement of AI — AAAI (Mar 2026–Present)
◆ Industry Experience — Senior Software Engineer at Siemens · Site Reliability Engineer at Apple Inc. · Site Reliability Engineer at Booking.com · Platform Engineer at Northumbrian Water Group

Employment

Employment history is unavailable.

Education

• Middlesex University MSc in Cloud Computing and Network Management
  2020 - 2021
• University of Lahore Bachelor of Science in Computer Science (BSCS)
  2015 - 2019

Projects & Funding

Projects & funding information is unavailable.

Publications

Publications are unavailable.