Statistics & Data Science
Mastering probability, inference, and the practical stats every engineer uses.
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Real-Time Data Pipelines
Weather + Flight APIs with Python & MySQL, automation patterns, and lessons learned.
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Object Programming in C++
How OOP underpins Geant4 simulations and extensible scientific software.
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From Probability to Deep Learning: A Self-Study Roadmap
My personal journey into AI — not a unique roadmap, but a useful compass.
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Building a Production-Ready Backend API
A complete guide to FastAPI, REST APIs, system design, and deployment best practices.
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Work Ethics
A practical approach to work ethics in tech.
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