AI System Engineer Roadmap — Proof-Based Journey

This repository documents a proof-driven journey toward becoming a
Production-grade AI System Engineer.

It is not a tutorial repository.
It is not a collection of random notes.

This is a structured system designed to show:

• how learning is planned,
• how progress is validated,
• and how skills are proven with evidence.

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How to Read This Repository

If you are an HR, senior engineer, or reviewer:

1. Start with the roadmap

   • roadmap/MASTER-ROADMAP.md
   • This defines what is being learned and why.

2. Check progress

   • progress-tracker.md
   • Only completed items with evidence are checked.

3. Review proofs

   • proofs/
   • Each completed topic is backed by code, logs, or commits.

4. Look at applied work

   • projects/
   • End-to-end systems and capstone implementations.

5. See learning discipline

   • docs/journal/ and docs/retrospectives/
   • Shows consistency, reflection, and iteration.

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Design Principles

• No unchecked claims
• No progress without evidence
• No unnecessary complexity
• Clear separation of public and private thinking

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What This Repo Is Not

• A finished product
• A blog
• A showcase of buzzwords

It is a living system, evolving through disciplined execution.

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Status

Early stage by design.
Structure first, then depth.

Progress is intentional, not rushed.

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Licensed under the MIT License. See LICENSE for details.