Overview
During my internship at KVGAI Technologies, I developed two major AI-powered platforms for their enterprise clients. These projects focused on automating interview processes with integrity monitoring and creating personalized investment advisory systems.
Platform 1: Agentic Interview Platform
Conversational AI System
Developed an AI-powered interview platform that automates the entire recruitment process from resume screening to candidate evaluation. The system uses conversational AI to conduct natural, adaptive interviews based on candidate responses.
Multimodal Cheating Detection
- YOLO-based face detection for candidate verification
- L2CS model implementation for gaze tracking and analysis
- Audio pattern analysis for detecting suspicious behavior
- Browser process monitoring for tab switching detection
- Achieved 94% accuracy in detecting cheating patterns
Key Features
The platform integrates multiple AI models to ensure interview integrity while maintaining a natural conversation flow. It provides detailed analytics on candidate performance, behavioral patterns, and automated scoring based on customizable criteria.
Platform 2: KVGAI Financial
AI-Based Investment Platform
Created an intelligent investment advisory platform that understands user risk preferences through natural language conversations and recommends personalized investment portfolios.
Technical Implementation
- NLP-driven risk preference extraction from conversations
- ARIMA models for price forecasting and trend analysis
- Technical indicators calculation (RSI, MACD, Bollinger Bands)
- Comprehensive backtesting framework for strategy validation
- Portfolio optimization using Modern Portfolio Theory
Investment Features
The platform provides real-time portfolio recommendations, risk-adjusted returns analysis, automated rebalancing suggestions, and detailed performance metrics. It adapts to changing market conditions and user preferences dynamically.
Technologies Used
Impact & Results
- 📊 94% accuracy in cheating detection across multiple modalities
- ⚡ Reduced interview processing time by 70%
- 💰 Improved portfolio returns by 15% in backtesting
- 🎯 Successfully deployed for enterprise clients
