Dr. Shihab Khan

Machine Learning Scientist | Python Developer | Open Source Contributor

I love solving hard problems leveraging Machine Learning and Software Engineering!

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Featured Projects

Queensland Rail Predictive Analytics

Developed ML solutions that saved $60M in maintenance costs through predictive asset management.

Machine Learning Python Asset Management

LXRP Asset Optimization

Optimized bridge assets by 20%, reducing costs and carbon emissions using probabilistic methods.

Data Science Optimization Infrastructure

PySTRA Open Source

Core developer of PySTRA, contributing 3500+ lines of code for structural reliability analysis.

Open Source Python Engineering

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Recent Blog Posts

Introduction to Structural Reliability: A Data Science Perspective

Fri 22 November 2024 • Engineering

An introduction to structural reliability from a data science perspective, exploring probabilistic approaches to structural safety assessment

Bayesian Updating: A Beginner's Guide to the Mathematics and Philosophy

Wed 20 November 2024 • Data Science

A comprehensive introduction to Bayesian statistics, exploring the mathematical framework and philosophical foundations of updating beliefs with evidence

Exploring ImageMagick: A Favorite FOSS Utility

Mon 18 November 2024 • Technology

A comprehensive guide to ImageMagick, the powerful FOSS image processing utility, with practical examples and code snippets

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Let's Connect

I'm always interested in new opportunities and collaborations.

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