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

45-minute mock with timer and scoring.

Simulate the real loop before the real loop.

12-hour crash planBDT 50k-70k / monthRemote BD • US hoursDiagrams + quiz per module
flowchart LR A["0-3m
Pitch"] --> B["3-8m
Project"] B --> C["8-15m
APIs/Webhooks"] C --> D["15-22m
LLM deep-dive"] D --> E["22-30m
System design"] E --> F["30-37m
Debugging"] F --> G["37-42m
AI tools"] G --> H["42-45m
Your questions"]
Figure 12 — The 45-minute mock at a glance. Practise transitions between blocks out loud.

Mock interview simulator

Timer: 00:00

Rule: answer out loud. If you can't say it, you don't know it yet.

45-minute mock script (partner reads these)

  1. (3 min) Tell me about yourself.
  2. (5 min) Walk me through your best AI/automation project.
  3. (7 min) APIs & webhooks: design a webhook integration; how do you handle retries/duplicates?
  4. (7 min) LLM deep-dive: prompt structure, structured output, hallucinations, RAG.
  5. (8 min) System design: classify 10k tickets/day.
  6. (7 min) Debugging scenario: workflow failing intermittently — walk me through it.
  7. (5 min) How do you use Claude Code/Codex? Show me how you verify its output.
  8. (3 min) Your questions for us + US-hours/remote readiness.

Score yourself (honest 1–5 each)

Day-of checklist

Power phrases: “Let me structure that…” • “The trade-off is…” • “I'd verify that by…” • “I haven't done X in production, but I've built Y and the approach would be…”