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queuing-theory

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A discrete-event simulation model to optimize patient flow in the Emergency Department of Sta. Cruz Provincial Hospital, Philippines. Built with Python and SimPy, it analyzes bottlenecks, resource utilization, and waiting times, providing data-driven recommendations for improved efficiency.

  • Updated May 29, 2025
  • Python

Discrete Event Simulation | Queue Modeling | Bayesian Optimization | Full Factorial Design. "Design and Operation of Individualized Single-use Systems: Car-T Cell Therapy". Modeling Single-use systems using stochastic optimization techniques.

  • Updated Jun 18, 2020
  • Python

Modeling and simulating various queuing models such as: M/M/1, M/M/k, G/G/1, G/M/1, and M/G/1 for Large Language Model (LLM) inference systems. These simlulations bridge the gap between theoretical frameworks and practical simulations, this provides valuable insights for developing scalable, energy-efficient AI infrastructures.

  • Updated Jan 10, 2026
  • Jupyter Notebook

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