Projects Nov 2024 to Apr 2025 Lead engineer

Interview Sensei

AI mock interview platform with a 3D digital-human interviewer, real-time WebRTC, and a post-session report. FYP at FAST NUCES; first place at Job Fair 2025 and SOFTEC 2025.

  • Next.js
  • FastAPI
  • Three.js
  • WebRTC
  • LangChain
  • Llama 3.3 70B

A digital interviewer that listens, reacts, and gives you a usable report. Built as a Final Year Project under industry sponsorship at NextBridge.

1st

Job Fair 2025

First DS team in FAST history

1st

SOFTEC 2025

3

Team members

What it does

You upload your resume, optionally paste a job description, and step into a session with a 3D avatar that asks questions, listens to your answers, and reacts with natural expressions and gestures. After the session you get a detailed report on confidence, speaking rate, eye-contact, sentiment, and answer quality.

Frontend
Next.js, Tailwind, shadcn, Framer Motion, Three.js, Web Audio, WebRTC
Backend
FastAPI, MongoDB, LangChain, Llama 3.3 70B, RealtimeSTT, OpenCV, MediaPipe, DeepFace
Deploy
NGINX reverse proxy with GPU session rate-limiting, RTX 4090