Resume — Montaser Hussam

Profile

AI/ML engineer focused on real-time voice systems and multi-agent architectures, from prototype through production deployment and billing.

Experience

Muhawir — Founder & engineer

2026 — present

Built a bilingual real-time voice interview coach; moved answer scoring out of the live conversation loop to keep turn latency under an 800ms target.

Independent AI/ML engineer

2025 — 2026

Delivered a four-agent business analysis pipeline that resolves conflicting agent outputs into a single recommendation, and an idempotent payment webhook layer that eliminated double-charge incidents.

BSc, with distinction

2023

Undergraduate degree, software engineering and applied machine learning focus.

Technical skills

Languages

Python, JavaScript

Voice / real-time

WebRTC, Pipecat, Web Audio

Backend

FastAPI, PostgreSQL

Infra

Docker, Fly.io

ML / agents

PyTorch, LangChain

Web

Three.js, vanilla JS

Languages

Arabic (native), English (fluent, professional working proficiency)