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G3need/README.md

Ahmed Geneed (G3need)

Software & Systems Engineer — Applied AI / Infrastructure / Full-Stack Ismailia, Egypt (UTC+2, EET) · Open to worldwide remote and US relocation

What I build

I ship deterministic, auditable software — from applied LLM agents to full-stack tooling and signal-processing systems. 5+ years in production telecom network operations (Telecom Egypt / WE), plus a public open-source portfolio.

Featured projects

  • Sovereign-DSP — Autonomous audio mastering & phase-linear DSP suite. Multiband M/S phase lock, bandwidth extension, ITU-R BS.1770-4 LUFS & true-peak limiting. Bit-identical output across runs.
  • sovereign-breathe — CPU-only reference mastering chain that brings AI-generated music to commercial grade (BWE, air-band envelope matching, deterministic output).
  • suno-radar — Open-source spectral forensics for AI-music provenance (16 kHz brickwall, 8–16 kHz haze, CPU-only).
  • replaygraph — Deterministic replay & evaluation harness for LangGraph agents. Default-deny tool policy gate, JSON traces, offline replay with fingerprinting.
  • HORUS — Sovereign digital travel, FinTech & cryptographic identity monolith. Biometric SHA-512 hashing, Gemini AI engine, zero-trust ledger.
  • FOOTY4ALL — Award-winning RFID & C++ OpenCV computer-vision stadium access control (3rd Place, Egyptian Engineering Day 2016).
  • car-passport-demo — Digital car passport for Egypt garages (Flutter demo APK).
  • fridaymail-app — Android wrapper for Abdel Wahab Metawe literary blog.

Stack

Python (NumPy, SciPy, FastAPI) · C++ / Dart (Flutter) · React / JS · LangGraph · Google Gemini API · Linux · CDP browser automation · Docker · PostgreSQL · Git

"The agent's opinion is not the truth — the measured artifact is." I verify every claim against a real artifact on disk: telemetry JSON, an HTTP status, a rendered frame, a diff. No number leaves my mouth that wasn't measured.

Pinned Loading

  1. replaygraph replaygraph Public

    Deterministic replay and evaluation harness for LangGraph agents. Default-deny tool policy gate, JSON traces, offline replay with fingerprinting.

    Python

  2. Sovereign-DSP Sovereign-DSP Public

    Autonomous Audio Mastering & Phase-Linear Signal Processing Suite. Multiband M/S Phase Lock, Bandwidth Extension, ITU-R BS.1770-4 LUFS & True Peak Limiting.

    Python

  3. sovereign-breathe sovereign-breathe Public

    CPU-only reference mastering chain that brings AI-generated music to commercial grade (BWE, air-band envelope matching, deterministic output)

    Python

  4. suno-radar suno-radar Public

    Open-source spectral forensics for AI-music provenance (16kHz brickwall, 8-16kHz haze, CPU-only)

    Python

  5. HORUS HORUS Public

    Sovereign Digital Travel, FinTech & Cryptographic Identity Monolith. Biometric SHA-512 Hashing, Gemini 3.6 AI Engine & Zero-Trust Ledger.

    Python

  6. FOOTY4ALL FOOTY4ALL Public

    Award-Winning RFID & C++ OpenCV Computer Vision Stadium Access Control & Security System (3rd Place Egyptian Engineering Day EED 2016).

    C++