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AIcruiter

AI-powered interview agent to automate recruitment, reduce bias, and save time.
Created at GenAI Genesis 2025 Hackathon

🌟 Inspiration

Hiring is one of the most critical yet flawed processes in organizations. Human interviews often introduce unconscious biases, and HR teams spend countless hours manually scheduling and conducting interviews. We wanted to rethink this — what if interviews could be efficient, unbiased, and available 24/7?

Introducing: AIcruiter – a hyper-realistic AI-powered interview agent that automates the entire screening and interviewing pipeline while ensuring fairness, consistency, and customization for each company.

🚀 What it does

AIcruiter is a fully autonomous AI agent that conducts live, interactive job interviews via video call. Here's how it works:

HR Customization Portal – The HR team logs into our webapp to customize the AI agent with their company's values, job descriptions, and tone.
Automated Scheduling – Once configured, AIcruiter sends candidates an email with a WebRTC video call link.
Real-Time Interview – Candidates can join at their convenience. AIcruiter engages them in an interactive, human-like interview, assessing both technical and behavioral competencies.
Streaming Intelligence – Leveraging Pipecat, our system streams real-time speech-to-text, LLM-generated responses, and text-to-speech for ultra-low latency conversation.
Scoring & Insights (Coming Soon) – Interviews are analyzed using a semantic scoring model, and results are made available to HR for data-driven decisions.

🛠️ Tech Stack

Domain	Tools
Frontend	HTML/CSS/JS, Bootstrap 5, Jinja2
Backend	Flask (Python)
AI & ML	Google Gemini 2.0 (Flash), RAG
Speech	Deepgram (STT), Cartesia (TTS)
Media Pipeline	Pipecat (Real-time Streaming), Tavus (Video), Daily (Transport)
Resume Parsing	PyPDF2
Other Libraries	aiohttp, Loguru, Pytorch

💡 Key Features

🎛️ HR Control Center to customize AI agent personality, values, and questions
🧠 Conversational AI Agent that conducts live interviews with real-time STT → LLM → TTS pipeline
📧 Email Automation to send interview invites with secure video links
🎥 WebRTC-based Interviews using Daily + Pipecat for minimal latency
📊 Scoring Engine Direct Integration (Coming Soon): Semantic model to rate candidates based on responses

📦 How we built it

We stitched together multiple components into one seamless real-time pipeline:

Used Pipecat to create a low-latency streaming pipeline from STT → LLM → TTS
Used Gemini Flash (Google Generative AI) to simulate a smart, responsive interviewer
Integrated Deepgram for accurate, streaming speech-to-text transcription
Used Cartesia for lifelike voice synthesis (TTS)
Managed video calls with Daily and video service with Tavus
Built the frontend HR portal and candidate experience using Flask + Bootstrap
Set up secure interview request flows with email integration and link-based scheduling

🔒 Customization & Privacy

Every company has unique needs — AIcruiter allows full custom agent configuration (tone, values, job role). All sessions are private and encrypted via Daily's secure WebRTC infrastructure.