Things I have built, and keep building.
APIs other developers lean on, dashboards, machine-learning models, a few stores and the occasional experiment.
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2 projects matching “from scratch”
El-Perintis
A philosophical simulation about building from scratch versus continuing a legacy, through Python code and a narrative of struggle.
CompletedEducation2025
Neural Network from Scratch
A professional implementation of a neural network using only NumPy for MNIST digit classification.
CompletedMachine Learning2025