Blue Team & DFIR · CybersecurityBeirut, Lebanon

RAMIEID

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Computer & Communications Engineering graduate from AUB, focused on blue-team security and DFIR, with work across machine learning, offensive security, cryptography, and semantic communications.
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About
I'm a Computer & Communications Engineering graduate from the American University of Beirut, specializing in Cybersecurity & AI - High Distinction, Dean's Honors List every semester.
My focus is the blue team: Windows and Linux forensics, SOC monitoring and incident response, network forensics on real-world PCAPs, malware analysis, and reverse engineering. Beyond that, I work on offensive security, cryptography, and first-author research on semantic communication.
  • 4.07GPA / 4.00
  • 2IEEE papers (1st author)
  • 3+DFIR / forensics cases
  • CTF2025 Finalist
AUB · ENGINEERINGID 2022-CCE-047
Rami EidSECURITY · AI
Rami Eid
Blue Team & DFIR · Cybersecurity
FIELD
Cybersecurity & AI
INST
American Univ. of Beirut
GPA
4.07 / 4.00 · High Distinction
STATUS
● ACTIVE · GRAD 2026
Beirut, Lebanon
// PROFILEREV 2026.1
Computer & Communications Engineering graduate from AUB, specializing in Cybersecurity & AI. Focused on the blue team - Windows and Linux forensics, SOC and incident response, network forensics, and malware analysis - with offensive security, cryptography, and first-author research on semantic communication. IEEE GLOBECOM 2026, CTF finalist, Dean's Honors every semester.
  • Programming · Go
  • Network Forensics
  • DFIR / Blue Team
  • Machine Learning
  • Cryptography
Experience        
  1. 01
    SOC Analyst Intern
    Mada / CYMA Cybersecurity
    • SOC monitoring, triage, and incident response across enterprise telemetry.
    • Hands-on with SIEM & EDR platforms and MITRE ATT&CK-driven detection.
    Internship
  2. 02
    Student Researcher (VIP)
    American University of Beirut
    • Research on privacy-preserving deep joint source–channel coding.
    • Two papers submitted to IEEE GLOBECOM 2026 as first author (under review).
    Ethical Wireless Communications & Sensing
  3. 03
    Academic Tutor
    American University of Beirut
    • Tutoring Electric & Electronic Circuits, Digital Systems Design,
    • Engineering Electromagnetics, and Engineering Economy.
    Engineering Core
Education        
American University of Beirut
B.E. Computer & Communications Engineering (Cybersecurity & AI)
Sep 2022 – Jun 2026 · GPA 4.07/4.00 · High Distinction
Saint Mary's Orthodox College
Lebanese Baccalaureate - Mention Très Bien, Top of class
Sep 2007 – Jul 2022
Capabilities        
Programming & Scripting
  • Python
  • C / C++
  • SQL
  • Assembly
  • Verilog
  • MATLAB
  • Bash
DFIR & Blue Team
  • Windows / Linux forensics
  • Disk imaging
  • Timeline reconstruction
  • Network forensics
  • Malware analysis
  • Reverse engineering
  • SOC monitoring
  • Incident response
  • MITRE ATT&CK
Security Domains
  • Ethical Hacking & Pentesting
  • Enterprise Security
  • Cryptography
  • Machine Learning
  • Data Analysis
Tooling & Platforms
  • SIEM & EDR
  • CrowdStrike Falcon
  • Network traffic analysis
  • ML frameworks
  • n8n
  • Kali / Ubuntu
Selected work        
01
LLDP-IDS in SDN
Hybrid rule + RandomForest IDS that detects and mitigates LLDP topology-poisoning in software-defined networks at line rate.
  • SDN
  • Ryu
  • RandomForest
02
Elegchos: Forensic Chain of Custody
Blockchain-backed digital evidence platform: dual hot/cold Hyperledger Fabric, a private IPFS cluster, and mTLS/PKI across three hardened VMs. Final-year project.
  • Blockchain
  • IPFS
  • DFIR
03
Enterprise Windows DFIR
Investigation of a multi-stage Windows intrusion: forensic timeline, lateral movement, persistence, full-packet network forensics, and MITRE ATT&CK mapping.
  • DFIR
  • Forensics
  • MITRE ATT&CK
04
DNS Spoofing: Attack & Detection
An on-path NFQUEUE DNS spoofer plus a passive detector that scores answers against authoritative resolvers and emits JSON alerts.
  • Networking
  • Scapy
  • Detection
05
Network Cell Analyzer
An Android cellular-survey app plus a Flask analytics backend: operator and network-type stats, geo heatmaps, and signal-quality prediction.
  • Android
  • Flask
  • SQLAlchemy
06
Efficient DeepSC (Krum + Residual)
Compact deep semantic communication via Krum-inspired teacher selection and a residual channel bottleneck. IEEE GLOBECOM 2026, first author.
  • Semantic comms
  • Knowledge distillation
  • PyTorch
07
LEAPSC: Privacy-Preserving DeepJSCC
Deep joint source-channel coding with in-loop concept erasure (LEACE) inside a variational information bottleneck. IEEE GLOBECOM 2026, first author.
  • Privacy
  • DeepJSCC
  • Fairness
08
EqFlow
A slippage-aware arbitrage-cycle filter for DEX networks, with an adaptive-conductivity core derived from slime-mold (Physarum) dynamics. Solo journal submission.
  • DeFi
  • Slime-mold
  • Hodge theory
Publications
Papers
PUBLICATIONS
Open a paper for details
Certifications & achievements        
Advanced SQLHackerRank Skill Certification
SOC Analyst PathHack The BoxOngoing
Bug Bounty PathHack The BoxOngoing
Lebanese Universities CTFSemicolon 2025 - Finalist2025
Contact
Get in touch          
Drop me a message and it lands straight in my inbox.
ramieid04@gmail.comLinkedIn 
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Rami Eid · ramieid04@gmail.com