12-Hour Crash
Junior AI Systems Engineer • Remote BD • US Hours

Your day-by-day preparation plan.

A focused sprint from today to interview-ready.

12-hour crash planBDT 50k-70k / monthRemote BD • US hoursDiagrams + quiz per module

Your readiness tracker

Overall progress0 / 0

7-day sprint (2–3 hrs/day)

DayFocusDone when
1Overview + Technical CoreYou can explain LLM, prompting, RAG, structured output without notes
2Systems & APIsYou can draw the webhook flow and recite auth types
3AI Tools & AutomationClaude Code/Codex workflow demo ready
4Build / finish portfolio projectREADME + eval results live on GitHub
5Q&A Bank + flashcards20/20 questions answered out loud
6Behavioral + English4 STAR stories recorded and reviewed
7Full mock + day-of prep45-min mock scored ≥4 average

14-day version

Repeat the 7-day sprint with depth: add Project B or a lab per day in week 2, two mocks, and one written SOP. Prioritise weak spots from your Day-7 mock scores.

Master checklist

Final 24 hours: Light review only — flashcards + pitch + project demo. Sleep on your US-hours schedule. No new tools the night before.