ZeroBias

Overview

Founded and built ZeroBias - an autonomous evaluation platform that bypasses the first-round bottleneck and transforms how companies hire by eliminating bias and automating the interview process. The platform uses advanced AI to conduct intelligent interviews, assess candidates objectively, and provide data-driven hiring recommendations.

The Challenge

Traditional hiring processes are time-consuming, expensive, and often biased. Companies struggle with:

• Manual screening of hundreds of resumes
• Inconsistent interview experiences across candidates
• Unconscious bias affecting hiring decisions
• Lack of data-driven insights in recruitment

The Solution

Three Specialized AI Interviewers

• Noddy: Handles initial screening and background verification
• Cora: Conducts technical assessments with adaptive questioning
• Aris: Evaluates behavioral traits and cultural fit

Key Features

• Intelligent Resume Analysis: AI-powered parsing and job matching
• Real-time Interview Proctoring: Computer vision for integrity monitoring
• Adaptive Questioning: Dynamic questions based on responses
• Speech Integration: Azure Cognitive Services for natural voice interactions
• Skill Certifications: Multi-level assessment and certification system
• Comprehensive Analytics: Data-driven candidate insights
• Multi-tenant Architecture: Enterprise-ready SaaS platform

Technical Implementation

Frontend

• React 18 with TypeScript for type-safe development
• Vite for optimized build performance
• Tailwind CSS for responsive design
• WebSocket integration for real-time features

Backend

• FastAPI for high-performance async APIs
• PostgreSQL with optimized database queries
• JWT authentication with role-based access
• AWS infrastructure for scalability

AI Integration

• OpenAI GPT-5 for natural language processing
• Custom prompt engineering for specialized behaviors
• Real-time response streaming
• Context-aware conversation management

Results & Impact

Key Learnings

• AI Optimization: Implemented caching and prompt optimization to reduce API costs significantly
• Scalability: Designed microservices architecture to handle enterprise load
• User Experience: Iterative feedback led to intuitive interface improvements
• Security: Implemented GDPR compliance and enterprise-grade security

Technologies Used