Ananda Kevinsystem · software · explanation
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Sketches / architecture

Mindblown ML automation and training architecture

A Coding Camp 2025 capstone sketch for an automated machine-learning training pipeline driven by APIs, scheduled jobs, scripts, and webhooks.

coding-campmachine-learningautomation
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Context

The drawing carries the visual model.

This capstone sketch maps an automated training path across an API, database, extraction jobs, shell scripts, schedulers, webhooks, and a deployed image-classification model.

Provenance

Used in

contributionDBS Coding Camp 2025Machine learning instruction and university capstone advising for DBS Foundation Coding Camp H1 2025.

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