Articles & Insights

Exploring the intersection of mathematics, machine learning, and real-world applications

Exploring the Irrationality of π through Animated Visualizations

A captivating dive into visualizing π's irrationality through animated geometric representations, showcasing mathematical beauty through Python visualizations.

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PhD Thesis: Modelling and Control of Production Systems

An overview of my doctoral research on modeling and controlling production systems based on observed inter-event times, combining analytical and empirical approaches.

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Reinforcement Learning for Lost Sales Inventory Systems

Applying deep reinforcement learning techniques to optimize inventory management in systems with lost sales, demonstrating superior performance over traditional methods.

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Visualizing Eigenvalues and Eigenvectors

Interactive visualizations to build intuition about eigenvalues and eigenvectors, fundamental concepts in linear algebra with applications across data science.

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Random Walk Mean Absorbing Time Analysis

Mathematical analysis of mean absorbing times in random walks, with applications to stochastic processes and decision-making systems.

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My Learning and Teaching Philosophy

Reflections on effective learning strategies and teaching methodologies developed through years of academic research and student supervision.

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Research Statement

An overview of my research interests spanning optimization, machine learning, and their applications in finance and operations management.

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