laser-ai

byAbhishek Sri

🤖 AI Interviewer Application — Simple MVP Blueprint 🎯 Core Goal HR adds Job Description → uploads documents → enters candidate email → system generates interview link → candidate talks to AI Bot → AI asks JD + Resume based questions → records session → gives evaluation report ✅ MODULE 1 — Admin / HR Panel Features 1️⃣ Job Creation HR enters: Job Title Job Description Skills Experience Location ➡ AI generates: Technical questions Behavioral questions Scenario questions (using OpenAI) 2️⃣ Document Upload & Verification HR uploads: JD PDF Company policy Any reference docs Candidate uploads: Resume ID proof (optional) AI does: Resume parsing Skill extraction JD vs Resume match % Flag fake / inconsistent data (basic NLP) Tools: PDF/Text extractor Embeddings similarity OCR (if needed) 3️⃣ Candidate Invite HR enters: Candidate Email System sends: ✅ Secure interview link ✅ Auto signup ✅ Calendar expiry ✅ MODULE 2 — Candidate Interview Flow Candidate opens link → simple login. Steps: Upload Resume Allow mic + camera Click “Start Interview” 🤖 AI BOT Interview AI asks: From JD: Tech stack questions Experience-based questions From Resume: Project deep dive Role-specific questions Gap explanation Dynamic Follow-ups: AI adapts based on answers. 🎙️ Real-time Voice Interview Use: Speech → Text AI response → Text → Speech Stack: WebRTC Whisper / Deepgram OpenAI TTS ✅ MODULE 3 — Evaluation Engine After interview: AI generates: 📊 Candidate Scorecard Category Score Technical 7.5/10 Communication 8/10 Problem Solving 6/10 JD Match 82% Web Application