AI SaaS Platforms
AI-Powered Interview Readiness Platform
A multi-tenant SaaS platform that parses a candidate's CV, runs a personalized mock interview (voice or typed), and produces an explainable, multi-dimensional readiness report rather than a blunt hire/reject verdict. Every "smart" feature — LLM question generation, real voice transcription, semantic scoring, body-language analysis — is optional and auto-detected, so the app is fully functional out of the box and gets smarter as more modules are installed.
Model Accuracy
N/A
Model Type
Multi-Tenant AI SaaS
Category
AI SaaS Platforms
Tech Stack
7 Tools
Key Features
- ✓PDF CV parsing with automatic skill, contact & experience extraction
- ✓Personalized question generation via local LLM (Ollama) with a template-bank fallback
- ✓Speech-to-text via faster-Whisper plus voice confidence scoring (pitch & pause analysis)
- ✓Semantic answer scoring with sentence-transformers, TF-IDF fallback for typed answers
- ✓Optional MediaPipe webcam module for descriptive posture/eye-contact feedback — never scored
- ✓Company dashboard for side-by-side candidate comparison with configurable category weights
- ✓Auto-generated PDF readiness report explicitly framed as a signal for a human reviewer
Technologies
FastAPIPythonSQLitefaster-WhisperlibrosaSentence-TransformersMediaPipe
Project Screenshots
Performance Metrics
Pipeline Phases
5
Scoring Dimensions
3
Optional AI Modules
4
Report Output