$ whoami

Marwan Abouzeid

I build at the intersection of machine learning systems and security tooling — from a from-scratch autodiff engine to a Modbus fuzzing lab. Early-career developer, OSCP+ candidate, and someone who likes understanding things down to the protocol.

// currently

Preparing for OSCP+ (expected July 2026)
Starting a cybersecurity & risk internship at Etihad

View projects → GitHub ↗ Email ↗

flagship

Spanning both tracks — open source, and live in production.

wasel

Open source

Production-grade, open-source Arabic AI answer engine with multi-provider LLM routing, tiered auth, and Redis-backed rate limiting.

Next.js
TypeScript
Vercel AI SDK
Supabase
Redis
Docker
CI/CD

ML & SystemsSecurity & Offensive Tooling · 2025 repo ↗ demo ↗

project tracks

Two threads of work — pick a side, or read across both.

> ML & Systems

Autodiff engines, demand forecasting, and geospatial ML — built from the pipeline up.

3 project s →

> Security & Offensive Tooling

Protocol fuzzing, agentic automation, and defensive analysis in isolated lab environments.