A voice AI interviewer that conducts adaptive mock interviews based on the candidate's resume and the job description. Full pipeline from STT to LLM reasoning to TTS, with classification and scoring nodes that adjust questions in real time based on candidate answers.
Architecture: AbstractNode + AbstractTool base classes. LangGraph nodes for classify_answer, evaluate_and_score, decide_next_question, generate_report. Firebase JWT auth via HTTP-only cookie middleware. Credits-based pricing on Razorpay + PayPal.
LangGraph
FastAPI
Deepgram
ElevenLabs
Sarvam
Gemini
Redis
Firebase
Next.js
Call into the product at braagi.com →
Built a Twilio-based voice agent for Wise customer support flows. LangGraph state machine handling support intent classification, knowledge retrieval, and escalation paths. Got positive feedback from CTO Ram Venkataraman (ex-Wise, ex-PayPal, ex-Amazon).
LangGraph
FastAPI
Redis
Twilio
A Naukri-style lead qualification voice agent that screens job seekers, handles intent and rejections gracefully, and routes qualified leads. Built as part of Bolna's Solutions Engineer evaluation.
An agentic resume builder with persistent memory across sessions. Remembers every input the user provides and uses it to construct ATS-optimized resumes tailored to specific job descriptions.
LangGraph
FastAPI
Gemini
Next.js
forgemyresume.com →