Project · 2025
AI Interview Pilot
An AI mock-interviewer that adapts its questions to your resume in real time.
Role
Backend & AI
Year
2025
Primary stack
FastAPI, Whisper
AI Interview Pilot runs realistic mock interviews that adapt to each candidate. It reads the user's resume, reasons about it with an LLM, and asks follow-up questions the way a real interviewer would.
Whisper handles real-time speech so candidates can just talk, and the system generates a structured performance report afterwards — metrics, strengths, and gaps — used by over 100 early users.
Highlights
- AI mock-interview system that adapts questions dynamically using LLM reasoning over a candidate's resume.
- Whisper-powered real-time speech input, improving transcription accuracy by 40% and cutting latency.
- Auto-generated performance reports that sharpened feedback clarity for 100+ users.
Stack
- FastAPI
- Whisper
- Gemini
- WeasyPrint
- Python
- LLMs