blog

Exploring the world of modeling, machine learning, and software engineering one step at a time.

Modeling

Machine-Learning

Reflections on bias-variance trade-off.

Theory

Modeling

OCR

An end-to-end ML application for translating handwritten mathematical expressions to LaTeX

Modeling

NLP

An interactive tutorial of the transformer architecture for neural machine translation.

Theory

Probability

Modeling

Machine-Learning

A study of statistical bias for modeling a simple prediction problem.

Theory

Philosophy

Probability

We discuss the notion of mind-projection fallacy, where we fail to distinguish between our imagination and reality itself.