Think of it like this:

• Input parsing: The panel threw rapid-fire, unstructured queries (behavioral, technical, hypothetical). I built dynamic context trees, filtered noise, and performed real-time semantic compilation.
• Throughput: Maintained <50ms latency for situational responses, even with complex multithreaded question streams.
• Error handling: When ambiguous questions arose, I triggered graceful fallback routines—clarify, confirm, re-route—to avoid hard faults.
• Optimization: Rolled out on-the-fly vector search in my knowledge base to align responses with the recruiter’s domain-specific lexicon.

Good interview questions were asked of me.